Develop an automated financial document comparison system using generative AI open-sopurce models like (Llama2/Mistral) to improve accuracy and efficiency. Analyze financial document structures, extract information, and compare documents.

With expertise in generative AI models such as GPT3 and T5 and a strong background in building web applications, I believe I am the ideal candidate for your automated financial document comparison system project. Having graduated from UC Berkeley, I am not only well versed in complex AI algorithms but also possess foundational knowledge on finance and data analytics which will be vital for this project. I have extensive experience in text mining and analyzing financial statements. My skillset includes OCR and Document Parsing which aligns closely with your requirements for extracting information from income statements and balance sheets. Moreover, my proficiency with Python frameworks like Django Rest Framework and Flask will ensure a robust workflow and efficient implementation of your system. Project specifics encompassing accuracy and efficiency are my forte. I have designed recommendation engines and ranking systems that are heavily reliant on maximizing accuracy. Applying these principles to document comparison, I will diligently ensure that the level of accuracy you expect is met if not exceeded by leveraging my understanding in Prompt Engineering, Word Embeddings, Similarity Engines, Text Analytics among other related skills. So let's synergize our efforts and create an impeccable document comparison system!

Hi, Looked at your project description, Surely my kind of stuff. Well I am an NLP Engineer, I have been doing NLP since last 2 years, well aware of LLMs, from writting prompt templates to fine tuning these models on GPU based on very niche tasks. Your project will need to write a suitable prompt for comparison of financial documents and getting a summary and key information, along with sending the parsed content of documents. I have worked on similar task using Llama2-7b, PDF Question Answering. My profile may not be that good as I am new to Freelancer but I have done it in Corporate Job and various other projects, you can very well trust me ! Thanks and Regards Gurv Gupta

Hi, I would like to apply for this job of financial document(Balance Sheet/P&L) comparison. I can do it in LLAMA2 or Mistral 7B dependng on your hosting options/CPU/GPU budget. Besides LLM comparison I can send it to an NLP pipeline for financial data (ratio etc) extraction for added accuracy. I have also done a lot of work on parsing detailed documents, including an advanced resume parser which is used in production by some US clients. I have built chatbots, NLP text classification, document parsing and matching (legal/HR/invoices etc) using Spacy, Transformers/BERT, Mistral 7B. I can also send you published links to my profile, posts etc with tech articles on Medium and my open source/published projects. I also have 15+ years in spearheading critical banking applications and prominent fintech products as an Enterprise Architect/Project Manager in the senior employment of top tier banks and Big 5 firms in the US, India and other countries. Look forward to hearing back from you. Thanks & Best Regards Kundan

Hello, Greetings! I hope you are doing great. I am writing to express my enthusiasm for the opportunity to collaborate on this project. With over 12 years of dedicated experience in the field, I bring a wealth of expertise to ensure the success of your endeavor. Here's why I am the perfect fit for your project: 1. With a robust portfolio spanning diverse projects, I have consistently delivered high-quality results, earning the trust of clients over the years. 2. My proficiency extends across various aspects of this field. This enables me to provide a holistic approach to your project needs. 3. I pride myself on staying ahead of industry trends and leveraging cutting-edge technologies to bring innovative solutions to the table, ensuring your project remains ahead of the curve. Now, to better understand your vision and requirements, could you please provide insights into the following: 1. What is your preferred timeline for project completion, and are there any critical milestones? Understanding your objectives will help me tailor my approach to meet your expectations effectively. 2. Could you share the primary goals you aim to achieve with this project? 3. Are there specific collaboration or communication preferences you have for seamless project coordination? I am eager to discuss how my skills align with your project requirements in more detail. Looking forward to the possibility of working together and achieving remarkable results. Warm regards, Manish Sharma