Shubham Pathak Email & Phone Number

New Delhi, DL, IN

• Worked with clients including META, XAI, and MISTRAL, delivering AI-driven solutions tailored to their needs.
• Developed and delivered robust Right-Hand Fine-Tuning (RHFL) and Supervised Fine-Tuning (SFT) notebooks, customized to client specifications for enhanced model performance.
• Conducted comparative analysis of advanced AI models (ChatGPT-4o, Mistral 8B, Llama 3.1, and Claude Sonnet) across multiple performance metrics to inform strategic decision-making and optimize… Show more
• Conducted comparative analysis of advanced AI models (ChatGPT-4o, Mistral 8B, Llama 3.1, and Claude Sonnet) across multiple performance metrics to inform strategic decision-making and optimize deployment.
• Assisted in improving citation accuracy and enhanced web search capabilities of LLM models, ensuring more reliable, relevant, and up-to-date references for model response. Show less

• Optimized inference performance and insights extraction using advanced LLMs: Mistral, OpenAI GPT-4, Groq. Developed a RAG pipeline for Gnews articles. Integrated technologies: Langsmith, Llama Index, Hugging Face.
• Designed and implemented an LLM parser, reducing development time by a factor of 10.
• Developed a Standardiser API wrapper, improving data quality and increasing client satisfaction by 45%.
• Created Conversational AI over Elasticsearch data… Show more
• Created Conversational AI over Elasticsearch data, designing LLM agents for search, aggregation, and function calling.
• Automated preprocessing and formatting of data from government sources, handling 1-2 million records monthly.

• Orchestrated a customer assistance chatbot application utilizing AWS Lex, tailored to meet the unique needs of clients.
• Implemented integration of advanced Language Models (LLMs) including GPT-3.5, LLama2 to extract domain-specific keywords from scraped text. Utilized Retrieval-Augmented Generation (RAG) techniques to evaluate and score.
• Implemented integration of advanced Language Models (LLMs) including GPT-3.5, LLama2 to extract domain-specific keywords from scraped text. Utilized Retrieval-Augmented Generation (RAG) techniques to evaluate and score.
• Contributed to text evaluation using the RAG pipeline, increasing processing efficiency by 65% while collaborating with subject matter experts for LLM evaluation.
• Engineered a Product recommendation system powered by BERT, enabling seamless user exploration across diverse categories.
• Utilized TF/IDF for producing search results in our company's search engine, achieving a 90% accuracy improvement over the previous search system and reducing search result times to 2 seconds.

• Streamlined the process of scraping from Shopify and WordPress sources through comprehensive automation.
• Conducted a Proof of Concept (PoC) on sentiment analysis for product reviews across various platforms, exploring insights for enhanced decision-making.

Mumbai, Maharashtra, India

• Conducted Proof of Concept testing on diet recommendation algorithms, assessing the efficacy of various methods including KNN, Random Forest, and other advanced ML techniques.
• Reported directly to CTO: Data Engineering lead for designing and developing the web tagging portal that provides a rich visual summary of meals, plans and ingredients. Used by the data entry interns in the creation of.
• Integrated multiple third-party APIs creating pipelines to… Show more
• Integrated multiple third-party APIs creating pipelines to provide on demand nutrients and food details, implementing various ETL pipelines. Show less

New Delhi, Delhi, India

• Performed Data Mining and utilized various NLP techniques, including sentiment analysis and text classification, to extract valuable insights from textual data.
• Built Python bots to automate data scraping processes, improving efficiency and accuracy in data collection.
• Acquired proficiency in Business Intelligence (BI) tools such as PowerBI, Tableau, Kibana, and Google Data Studio.
• Developed visually appealing and interactive dashboards and reports using BI tools for data… Show more
• Developed visually appealing and interactive dashboards and reports using BI tools for data visualization and analysis. Show less