Entry level mechanical engineerKazi

I am looking for an experienced individual to help me create an interactive web platform that will serve as a guide to various types of machine learning algorithms. The purpose of this guide is to cater to beginners and intermediate level practitioners who have a basic understanding of programming concepts. The ideal candidate for this job would have: - A strong understanding of machine learning algorithms and their practical applications - Experience in creating interactive web platforms - The ability to simplify complex concepts for a beginner audience - Good programming skills, as some technical programming knowledge will be required for creating the interactive elements Key requirements for the interactive web platform include: - Clear, concise explanations of various...

I am looking for a detail-oriented professional to assist me with basic data entry tasks in Excel. The primary responsibility will be to input data such as names and addresses into an Excel spreadsheet. Key Responsibilities: - Inputting basic data into Excel spreadsheet Furthermore, the project requires data verification. This means ensuring that the data has been accurately entered. You will be required to cross-reference the inputted data against the source material to detect any discrepancies or errors. Ideal Skills & Experience: - Proficient in Excel - Attention to detail - Strong data entry skills - Familiar with data verification processes - Previous experience in basic data entry This project is quite straightforward, but precision and accuracy are ess...

I am looking for a skilled developer to create a high-end crypto trading platform. Here's what the project entails: - Cryptocurrency Focus: The platform will primarily focus on Bitcoin and Ethereum trading. Familiarity with these specific cryptocurrencies is essential. - Real-time Data Integration: The platform must provide real-time market data to the users. A st...this platform are expert traders. It is important that the interface is sophisticated, user-friendly, and tailored towards their needs and expectations. The ideal candidate will have extensive experience in cryptocurrency trading platform development, particularly with Bitcoin and Ethereum trading. Moreover, experience working with real-time data integration and user interface design for expert-level traders is hi...

I'm seeking an expert 3D designer who can create a high-detailed close-up of my product. This will require a 2D PNG file alongside the 3D files in DWG, OBJ, and STL formats. Key Details: - Supply PNG, DWG, OBJ, and STL files - Measurements: no specific dimensions are required. - Detail Level: The 3D model should be high-detail, capturing all the intricate features of the product. - Use the 3D model file provided to create a 2D PNG file that looks similar to the attached jpg file Ideal Candidate: - Proficient in 3D modelling software and experienced in creating detailed product designs. - Familiarity with the requested file formats. - Excellent attention to detail to ensure that the final product is visually striking.

I'm in need of an experienced PBX / VOIP / SBC engineer who can address several issues with our customers phone systems system. The primary goal of this project is to troubleshoot and maintain current systems. Key Responsibilities: - Troubleshoot ongoing call quality issues - Investigate and resolve call drops - Address any connectivity problems Skills Required: - Extensive experience with Asterisk and other PBX systems - In-depth knowledge of VOIP network architecture - Proven track record in troubleshooting and maintenance Please only apply if you have a strong background in VOIP technologies and are confident in your ability to resolve issues.

...writer who can delve into the complexities of European integration. The task at hand is to discuss 2 given advanced level scientific articles that deal with the development of European integration. Key Requirements: - You'll be working with a word count of 1500-3000 words. Concise, yet thorough analysis is expected. - The articles you'll be discussing should be at an advanced academic level, and thus, the work must reflect this. - The essay should be thoroughly researched, structured, and referenced appropriately. The ideal candidate will have: - A strong background in European integration, ideally with academic experience in the field. - Prior experience in writing advanced level essays. - Excellent research skills and the ability to critically engage w...

I'm looking for a Professional Engineer (PE) with experience in creating site plans for residential development projects in Lumberland Town, New York State. Key Requirements: - The site plan is primarily for permitting purposes. - The project involves a single building; driveway; land clearing; septic; and well. The land is currently undeveloped and flat. Your deliverables would need to meet the following standards: - Comply with local zoning regulations. - Be detailed enough for the building department to approve the project. _ Must be Stamped by a Professional Engineer Lic. in NYS Experience with similar projects is preferred. A PE license is mandatory for the sealing of the site plan. Please include any relevant samples or references in your bid.

I have a large volume of numerical data that needs to be entered from multiple digital files. The files will be provided to you in a digital format. Key Requirements: - Data Entry: Accurately input numerical data from digital files into a specified format. - Efficiency: Handle a substantial quantity of data in a timely manner. Ideal Freelancer: - Proficient in data entry with experience in handling numerical data. - Attention to detail to ensure accuracy. - Previous experience with large-scale data entry projects is a plus.

I'm looking for freelancers who can help me achieve 'something' with my project, valuing at ₹700. The project purpose, the main goal, and the industry have been left up to your interpretation, which will gauge your skills, creativity, and understanding. Recommended skills and experiences: - Ability to work with vague instructions - High creativity level - Excellent problem-solving skills - Broad understanding across various industries Please provide your interpretations along with your bids. The most creative and insightful interpretations will be given priority for this project.

I have a large volume of numerical data that needs to be entered from multiple digital files. The files will be provided to you in a digital format. Key Requirements: - Data Entry: Accurately input numerical data from digital files into a specified format. - Efficiency: Handle a substantial quantity of data in a timely manner. Ideal Freelancer: - Proficient in data entry with experience in handling numerical data. - Attention to detail to ensure accuracy. - Previous experience with large-scale data entry projects is a plus.

I'm an intermediate level Salesforce user in need of assistance in getting certifications for Salesforce Administrator, Salesforce Developer, and Salesforce Sales Cloud Consultant roles and possibly others for our agency. My main area of focus is practice exams. Your task is to: - Prepare and conduct meaningful practice exams for each certification. - Discuss and clarify complex concepts when required. Ideal candidates should preferably hold the relevant certifications and have a solid understanding of Salesforce's inner workings. Also, experience with Salesforce training or teaching similar courses will be a significant advantage. Your tutoring methodology should be efficient and flexible, targeting key areas effectively and providing comprehensive explanations during p...

...proficient Node.js developer to integrate 40+ APIs into my ongoing project. This role requires the addition of new functionalities using these APIs, which have been previously selected but will be disclosed to the successful freelancer. See this website for api types Only Indian developers can bid, those apis limited for Indian servers Ideal Skills and Experience: - High-level proficiency in Node.js - Extensive experience with API implementation - Demonstrated ability to add functionalities to existing projects To apply: Please provide examples of your past work where you successfully added functionalities to projects using API integration. Your portfolio will play a major role in the selection process. This project offers an excellent opportunity to showcase your Node

I'm seeking a diligent legal professional with mid-level experience and a background in corporate law. The selected candidate will be responsible for: - Drafting contracts: An eye for detail and comprehensive knowledge of contractual laws are required. - Legal research: Should be proficient at conducting meticulous legal research and translating findings into actionable insights. A deep understanding of corporate law is essential for this role. Your ability to handle these tasks swiftly and efficiently will be crucial in aiding the growth and smooth running of our organisation.

I am building a projector to expose a photosensitive-coated target with UV light. This projector must have an adjustable image output that varies from 0.1 reduction [image source to target image] down to about 0.02 reduction. At all image reduction settings, focus must be adjustable. The input image will vary from abo...single frequency UV. The source image is a black & white 35mm slide. The output of this gig shall be a drawing/sketch of the relative positions of each optical element in relation to the light source [UV light], the source image/film and the target. For each optical element, there shall be a full description/specification, and if possible, at least one source to buy the element. I do not need any mechanical design, only a drawing showing the relative positions ...

I'm in need of a proficient Microsoft power apps developer to create a simple yet functional staff scheduling tracker. The scheduling is related to a consulting business. This involves: - Implement data entry feature to manually enter: employee list (name, role, hourly cost, start date for the specific cost [i.e. the cost of the single employee could change over time]), job list (job name, client, billable value, target margin, start date, job owner [i.e. owner is form employee list], list of employee assigned to the job), list of legal Holiday, company holiday, employee specific holiday - Implementing for each job a view to manually fill, for each employee assigned to that job (i.e. each employee could be assigned to 1 or more jobs), hours to be charged to the specific job. ...

...Incident resolution by e-mail and videoconference our Red Hat Enterprise Linux systems. Key Requirements: Certification in: Red Hat Certified Engineer (RHCE) Red Hat Certified System Administrator (RHCSA). Ideal Skills: - Proven experience in Red Hat Enterprise Linux system upgrades and maintenance. - Strong troubleshooting and problem-solving skills. - Spanish language skills would be an asset. It is a project to provide technical support in installation and administration of RHEL 9. Duration 2 months. Incident resolution by e-mail and videoconference. About 20 hours. It is mandatory as a requirement the Certification in: Red Hat Certified Engineer (RHCE) and Red Hat Certified System Administrator (RHCSA). Spanish language skills are a plus. In your proposal, plea...

I need an expert editor w...revise a long-form article exceeding 1000 words. The objective is threefold: - Improve Readability: Make it user-friendly and ensure it keeps the reader's interest to the end. - Grammar and Spelling Correctness: Proofread thoroughly to eliminate any language errors. - Structure and Flow Enhancement: Work on the article's layout and organize the content for a better logical sequence. Having a high level of expertise in the subject matter of the article would be ideal for this job. Understand it is not just about correcting typos but also about improving the way the content is presented and perceived by the readers. I look forward to engaging with professionals who take pride in delivering excellent work with clear and concise content. Looking f...

We need versatile staff to work from home, covering the roles of data entry, customer service, and content writing. We are open to entry-level applicants, so this is your chance to utilize and develop your skills in a multi-faceted role. - Must be proficient in data entry tasks - Expected to provide excellent customer service - Should be able to create engaging content You should also be familiar with: - Microsoft Office, - CRM software, - Cloud storage services This job offers an excellent opportunity to enhance your skills while working from home. Please join our passionate team to grow together.

Data entry operator and my work very clear

I am in need of a Discord self-bot that's capable of responding with tap on reaction of famous bot karuta message and also reacting on it more details in dm - Implementing image reactions: The bot must recognize and respond to specific user commands with pre-defined custom images. Skills and Experience: - High-level understanding of bot creation and functionality in Discord. - Proficiency in using API for creating reactions. - Experience designing and implementing custom functions in Discord.

I am looking for an experienced, senior-level Java backend developer to build a new application from scratch in the healthcare industry. This novel undertaking will require a high level of expertise and the following skills: - Robust knowledge in database management - Proficiency in API development - Skills in business logic analysis - Business Logic Expert Applicants should ideally have a strong background in full-time Java backend development, with previous project experience in healthcare or similar fields. Looking for 2 Profiles Europe Based , Java Backend Senior. In this project front is made in AngularJS (as per other front devs)

I'm seeking a mid-level AngularJS developer based in Europe for a full-time position. Tasks Include: - Developing innovative user interfaces - Refactoring and improving existing codebase - ... You must have between 2 to 5 years of solid experience with AngularJS, and be well-versed in creating intuitive and dynamic interfaces. A developer with a keen eye for clean, efficient code will shine in this position. It's key that you are open to collaborative work, as teaming up with fellow developers, designers, and product managers will be a significant part of this role. If you're proficient in AngularJS, capable of revolutionizing user interfaces, and thrive in a team environment, then I invite your bid. As per info : Backend existing in Java.

I'm searching for a meticulous professional that can handle a plethora of data. Entrusted with both numerical and textual data, you would be tasked with: • Efficiently processing large quantities of mixed data • Quality assurance and accuracy of data entry is essential Ideally, you should have a solid background in handling extensive data processing tasks. Your adaptability with different types of data—textual and numerical—will be crucial in this role. Your knack for processing more than 2000 entries while maintaining the integrity of each data point is paramount. Accuracy, efficiency, and strong attention to detail are skills that will set you apart for this job. Reply to your bid with a attached completed sample test file otherwise your application wil...

I have a simple data entry project. Watch the explainer video. excel file to enter into is attached to the project

I'm looking for a Flutter developer who can provide one-on-one tutoring in Tamil. The goal is to elevate my skills to an advanced level, particularly in optimization and deployment techniques for both Android and iOS app development. Key Requirements: - Proficiency in Flutter: You should have extensive experience with Flutter app development, capable of teaching at an advanced level. - Communication Skills: Fluency in Tamil is essential, as the sessions will be conducted in Tamil. - Teaching Experience: Prior experience in tutoring or teaching Flutter development is highly preferred. Preferred Learning Format: - One-on-One Sessions: I prefer live, one-on-one sessions to enhance the learning experience. This project is ideal for a Flutter expert who not only has a stro...

I'm currently seeking a virtual assistant who has notable proficiency in GoHighLevel. Your main tasks will encompass: - Automation settings - Calendar Settings - Must be able to prove Software proficiency through a loom or vidyard video. This position is project-based but ton's of project are in the works that will last up to a year or two. Ideal applicants are those with established ex...or two. Ideal applicants are those with established experience in GoHighLevel software and a solid background in lead generation and marketing strategy. A keen eye for detail and excellent time management skills are also required. Looking forward to discussing further details with qualified individuals. Please COPY & PASTE this PHRASE so we know you are not a robot: ****Let's get...

I am in need of a skilled food and beverages engineer who specializes in food processing to work on an exciting project in Saudi Arabia. The primary goal of the project is to assist in expanding our business by opening new branches. To do this, I need a professional who can help in the following areas: - Developing standardized recipes: The freelancer should be skilled in creating standardized recipes that can be replicated across multiple locations. These recipes should be not only delicious but also cost-effective and scalable. - Scaling up production capacity: The selected individual should have experience in increasing production capacity without compromising on the quality of the food. They should be able to design and implement production processes that can meet the demands o...

I am seeking an experienced video editor to create dynamic, professional business content optimized for social networks. - Your task will be to craft 90-seconds videos for professional business use, ensuring quality content that is engagi...captivating. - Your skills should resonate with creating dynamic videos, accentuated with a sense of professionalism and dynamism. - You should have a firm grasp on editing software and prior work experience with corporate and social media content. - Working knowledge of social media platforms and the optimal video formats and resolutions they require is a plus. You should demonstrate a high level of autonomy, creativity and the ability to work within set deadlines. Portfolio or samples of previous work of the same nature will be highly ap...

Instructions: 1. Create Video Card a) Change your video editing software Resolution settings to 576x896 bef...scary/demonic/terrifying/spooky/weird names, try a few different names 2. Animate the writing and Dice.... if you think it looks good, possibly add cool effects/Ai tools/Ai animation/Video enhancement. Do whatever you think is best 3. Add sound (****Please use ONLY 100% Vector copyright free sounds and FX (full commercial use only)(No Attribution required) (Same with the Ai) 4. Add moving watermark or seal entry 5. Upload final work as .mp4 Dice: Other (copyright free) resources: Examples of final work from freelancers: Thanks!

...concerns senior-level roles within shared services and procurement, necessitating specific competencies. KEY IMPROVEMENT AREAS: - Design and Formatting: My CV needs a more professional and streamlined layout to present my skills and experience more effectively. - Content Organization: I require a more coherent and strategic alignment of my educational background and previous work experience, optimized to the procurement and shared services roles. - Skills Optimization: I need an expert in keyword usage and skills optimization to ensure all relative terms are included for higher visibility. BIDDER QUALIFICATIONS: Please ensure your bid includes your past work relevant to resume/CV enhancement. Specifically, I am interested in instances where you've improved senior-...

I am seeking professional assistance to create a resume targeted towards a technology industry Director-level position. Here are some specifics: - Resume needs to be delivered in a Word document format. - Applicant must possess experience in resume writing, particularly in the technology field. - Ability to convey both technical and leadership skills cogently through content. - Experience in writing high-level professional resumes will be highly regarded. - Knowledge of the latest trends in the Software and SAAS industry is a plus. Your expertise will greatly contribute to the success of my professional career advancement in this competitive field.

I'm looking for a proficient data entry freelancer to assist me with an online data migration project. Key Tasks: - The primary task will involve accurately and efficiently transferring data from Excel/CSV files into an online database. - Ensure data integrity and make necessary corrections where needed. Ideal Candidate: - Proficiency in working with online databases and Excel/CSV files. - Attention to detail and accuracy is crucial. - Prior experience handling data migration tasks, preferably in a similar context. - Familiarity with data verification practices. The end goal of this project is to successfully migrate all the data from the provided Excel/CSV files into the online database without any loss or corruption. A successful freelancer will have the ability to work ...

Instructions: 1. Create Video Card a) Change your video editing software Resolution settings to 576x896 bef...scary/demonic/terrifying/spooky/weird names, try a few different names 2. Animate the writing and Dice.... if you think it looks good, possibly add cool effects/Ai tools/Ai animation/Video enhancement. Do whatever you think is best 3. Add sound (****Please use ONLY 100% Vector copyright free sounds and FX (full commercial use only)(No Attribution required) (Same with the Ai) 4. Add moving watermark or seal entry 5. Upload final work as .mp4 Dice: Other (copyright free) resources: Examples of final work from freelancers: Thanks!

My project revolves around creating an effective and engaging sight word tutorial for children aged between five to seven. The tutorial's main output format should be a Word document, making it easily editable and adaptable for future needs. Here's what I'm particularly looking for: - A tutorial for intermediate level sight words, intuitively designed to cater to most young learners' grasping power. - Imitative creativity in developing a sight words list. I don't have one presently, allowing you full room for scholarly discretion. Ideal candidates will have a strong grasp of early childhood education principles, excellent skills in Microsoft Word, and previous experience creating teaching resources. Your ability to present complex information in an easy-to...

Instructions: 1. Create Video Card a) Change your video editing software Resolution settings to 576x896 bef...scary/demonic/terrifying/spooky/weird names, try a few different names 2. Animate the writing and Dice.... if you think it looks good, possibly add cool effects/Ai tools/Ai animation/Video enhancement. Do whatever you think is best 3. Add sound (****Please use ONLY 100% Vector copyright free sounds and FX (full commercial use only)(No Attribution required) (Same with the Ai) 4. Add moving watermark or seal entry 5. Upload final work as .mp4 Dice: Other (copyright free) resources: Examples of final work from freelancers: Thanks!

Instructions: 1. Create Video Card a) Change your video editing software Resolution settings to 576x896 bef...scary/demonic/terrifying/spooky/weird names, try a few different names 2. Animate the writing and Dice.... if you think it looks good, possibly add cool effects/Ai tools/Ai animation/Video enhancement. Do whatever you think is best 3. Add sound (****Please use ONLY 100% Vector copyright free sounds and FX (full commercial use only)(No Attribution required) (Same with the Ai) 4. Add moving watermark or seal entry 5. Upload final work as .mp4 Dice: Other (copyright free) resources: Examples of final work from freelancers: Thanks!

Urgently seeking a proficient Microsoft Excel user to help input a mix of numeric and text data into a CSV file. Your skills and experience should encompass: - Mastery of Microsoft Excel - Wide-ranging background in data input - Solid understanding of CSV files - Ability to work quickly and accurately The project is immediate and time-sensitive. Appreciate your prompt attention and swift action. Looking forward to your bids.

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We're looking for an Intermediate to advanced-level Photographer to join our team. Your primary responsibilities would revolve around capturing the essence of our events, from birthday parties to summer camps. Key Responsibilities: - Documenting the action at both action birthday parties and gymnastics events - Capturing candid shots at birthday parties, emphasizing the fun and excitement of children's celebrations - Taking action shots of children playing in the action birthday party. Ideal Candidate: - Intermediate to advanced-level photographer with relevant experience - Proficient with candid photography, able to catch spontaneous moments of action - Familiarity with action photography is a plus, especially capturing children's activities - A passion for ...

...Scraping - Proficiency in transferring data into .xls format - Attention to detail to ensure all available fields are captured Purpose and Deliverable: - The objective of this project is to use this information for data analysis. - The final output will be an Excel (.xls) formatted file containing each scraped database entry. Operation Specifics: - You would be required to locate and scrape the database by Zip codes. - A full export of all accessible information per entry is needed. Your expertise in internet research, data mining, and Excel is crucial for the successful completion of this project....

I'm in search of a meticulous data entry specialist to help with a simple text data entry task. The job is quite straightforward, involving the transfer of information from digital files to a different format. The role strictly involves data entry without the need for any form of data analysis. Key responsibilities: - Accurately entering text data from digital files into a specified format. Ideal Skills and Experience: - Proven experience with data entry. - Attention to detail. - Proficiency in working with digital files and transferring data.

I'm seeking a meticulous freelancer who can assist in a data analysis proje...beneficial. 2. **Video Sequence Saving**: As you extract vehicle sign data, it is crucial to save the corresponding video sequence. This will aid in contextualizing the data and providing robust analysis. Additional video data required: - Time of vehicle appearance - Vehicle plate numbers The final information extracted should be conveniently organised in an Excel format. Experience using data entry tools like Excel is mandatory. Note: We use Unifiy Protect. So we would give you an Access as console user. Worklfow we want to use : check video on console put the plate(we have ai, put have to recheck by an human) and date to an excel save the video stream on google drive delete the clip on the...

On a mission to streamline my business processes, I need a skilled Zoho CRM developer with a sharp eye for automation who can set up and optimize my sales initiatives. Primary responsibilities will include: - Setti...the CRM. Desired Skills: - Proficient in Zoho CRM and its specific functionalities. - Expertise in email campaign automation, ideally in Zoho. - Deep understanding of CRM lead scoring and routing. - Experience setting up triggers based on specific actions or events. - Strong knowledge of personalizing emails based on customer data is a must. It's time to take our sales process to the next level! I'm excited to explore how we can better use the tools at our disposal to streamline our operations and improve communication with our customers. I look forwar...

I require a freelancer experienced in course creation and content aggregation. I have less than ten PDFs that must be transformed into an engaging, intermediate-level learning course. - The Skills Required: 1. Strong grasp of course development tools, methodologies, and practices. 2. Excellent understanding of PDF, PPT 3. Ability to add company branding to the material. You will need to copy and paste and format the material into a PDF and 5 PPT based on chapter. - The Project Scope: 1. Convert the provided PDFs into a consolidated PDF with just the required information from the specific pages of information provided. 2. Create a series of 5 PPTs to represent each chapter of the course. Your expertise in the field will help in creating a course for adult learners. You will be ...

I'm looking for a highly skilled network engineer with extensive experience with Cisco Packet Tracer, specifically in implementing complex network security measures such as network routing, VLAN configuration, firewall setup, VPN, assigning IP addresses and implementing network-based firewalls. The ability to successfully ping is crucial. The right candidate must also be well versed in the Open Shortest Path First (OSPF) for routing protocols. Your role will involve: - Designing and implementing complex network models - Configuring OSPF as the routing protocol - Assigning IP addresses across all devices - Installing and setting up firewalls to protect the network - Configuring VLANs to segment network traffic - Ensuring successful ping across all devices - Setting up VPN for...

I'm looking for a freelancer with excellent attention to detail and proficiency in Microsoft Excel and Word. As part of this project, you will be required to manually enter data from Excel files into a Word document. Key Requirements: - Strong Microsoft Excel and Word skills - Proven experience in accurate, manual data entry - Ability to work with robust data sets Deliverables: A Word document with the data accurately entered from the provided Excel files. Your ability to deliver clean, accurately transcribed data is essential for the success of this job. Attention to detail is paramount. I look forward to working with detailed and skilled freelancers.

If someone is looking for the capacity to enter between 300 and 1000 products, you can use a CSV archive or a manual form. If you propose a catalogue, the objective is to increase the price of each product by 35%, regardless of the initial cost. Also, you need to find quality images for each product and adjust them to a resolution of 500x500 pixels. Similarity, you should add videos for some products. The remuneration offered is 10 Dominican pesos for each combined product. The type of exchange can be consulted to obtain the equivalence on other days. It is important to note that the 35% increase is applied to the purchase price, which means that the selling price will be 35% higher than the original price. Please ensure you explain this point clearly."

As a senior executive, I'm looking for a professional CV writer who can create a compelling resume that will pass applicant tracking systems (ATS) and appeal to potential employers. Key R...professional CV writer who can create a compelling resume that will pass applicant tracking systems (ATS) and appeal to potential employers. Key Requirements: - Craft a CV in a Word document format that aligns with ATS requirements. - A strong understanding of the senior/executive level job market and what recruiters are looking for. - Experience in writing CVs that stand out and are engaging. - Provide suggestions and guidance on whether including a professional summary or objective statement would be beneficial for my career level. Please share your expertise and how you plan t...

Instructions: 1. Create Video Card a) Change your video editing software Resolution settings to 576x896 be...scary/demonic/terrifying/spooky/weird names, try a few different names 2. Animate the writing and Dice.... if you think it looks good, possibly add cool effects/Ai tools/Ai animation/Video enhancement. Do whatever you think is best 3. Add sound (****Please use ONLY 100% Vector copyright free sounds and FX (full commercial use only)(No Attribution required) (Same with the Ai) 4. Add moving watermark or seal entry 5. Upload final work as .mp4 Dice: Other (copyright free) resources: Examples of final work from freelancers: Thanks!

We currently have a pipeline in place utilizing Google Cloud Voice, but we aim to substitute it with a local solution. The replacement must offer minimal latency, support interruption, and have the ability to differentiate between speakers. This transition is essential for a product feature wherein the embodied AI exclusively responds to recognized or registered speakers. Additionally, we require interruption functionality so that the AI remains attentive, ready to pause and process incoming information whenever a registered user contributes relevant input to the conversation.