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Prathamesh Saraf

@prathameshsaraf

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Senior software engineer focused on generative AI, RAG, and production ML solutions.

India

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What I'm looking for

I seek roles where I can lead design and delivery of production-scale generative AI solutions, collaborate with product and client teams, and drive measurable adoption and cost-efficient deployments.

I am a senior software engineer and solutions architect specializing in generative AI, retrieval-augmented generation (RAG), agents, and production LLM fine-tuning. I build end-to-end stacks that move models from research to scalable, cost-effective production deployments.

I've led technical design and product implementation for therapeutic and enterprise AI products, contributed major features to an open-source RAG framework, and delivered measurable improvements such as a 95% contention rate for a revamped IVR and reduced cloud costs through containerized serverless deployments.

I collaborate closely with cross-functional teams and clients to maximize product adoption and outcomes, while publishing technical work and shipping platforms like an enterprise document-intelligence solution and an AI-powered sales enablement product.

Experience

Work history, roles, and key accomplishments

Current

Solutions Architect

Current

TrueFoundry

Apr 2024 - Present (1 year 6 months)

Worked as solutions architect for TrueFoundry enterprise outcome teams (Merck, Otsuka, Siemens) to drive data science deliverables, maximize product adoption, and ensure smooth integration and feedback loops.

Solution Architecture Data Science Stakeholder Management Integration Enterprise SaaS Client Delivery

Current

Sr. Software Engineer

Current

CVS Health

Apr 2024 - Present (1 year 6 months)

Built a generative AI stack for CVS Health involving agents, RAG, LLM inference and fine-tuning; revamped IVR with agentic pipelines achieving a 95% contention rate and contributed majorly to Cognita, an open-source RAG framework with 3k+ stars.

Generative AI RAG LLMs IVR Python LLM

Technical Lead

ChatOwl

Dec 2022 - Jan 2024 (1 year 1 month)

Spearheaded design and implementation of technical and product stack for therapeutic chat sessions, orchestrating cross-team collaboration to deliver multiple successful product releases.

Product Architecture Team Leadership APIs fastAPI Deployment

Junior Chatbot Developer

Saarthi.ai

Aug 2020 - Aug 2021 (1 year)

Designed, developed and maintained multilingual text and IVR-based chatbots; modified RASA for automated conversation testing (improving testing efficiency by 50%), set up analytics increasing lead generation by 20%, and reduced cloud cost by 15% via containerized serverless deployments.

Rasa IVR Chatbot Development Containerization Serverless Analytics Automated Testing

Education

Degrees, certifications, and relevant coursework

Indian Institute of Science

Master of Technology (Research), Computational and Data Science

Grade: 8.1 / 10.0

M.Tech (Research) in Computational and Data Science completed in 2024 with a CGPA of 8.1/10.0.

DKTE's Textile and Engineering Institute

Bachelor of Technology, Computer Science

Grade: 9.24 / 10.0 (Magna Cum Laude)

Activities and societies: Founding member of Coding Dojo programming club; student volunteer at CCGrid 2023; conducted Python workshops for non-technical students.

Bachelor of Technology in Computer Science completed in 2020 with Magna Cum Laude honors and a CGPA of 9.24/10.0.