Prathameya Walimbe
AI@Deloitte | Generative AI, LLMs & Agents in Enterprise
- Role
- Analyst - Ai Engineering at Deloitte
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Prathameya Walimbe
AI engineer working at the intersection of production systems, data architecture, and…
Experience
Analyst - Ai Engineering
Aug 2024 — Present · Mumbai, IN
Part of a marquee team of 70+ AI experts delivering generative and agentic AI solutions to clients across APAC.Built a custom vision-compatible Haystack pipeline using GPT-4o-mini for structured data extraction from scanned audit reports, enabling production-grade multimodal document parsing.Automated SOC assurance report processing with Haystack and Azure OpenAI, cutting manual effort by 80% across GITCs, CUECs, and regulatory mappings.Designed a multi-layered generative AI system for a bank’s Economic Research Group, replacing legacy infrastructure and achieving 70–80% insight accuracy.Developed a RAG chatbot with Langchain, Gemini, FAISS, and Perplexity APIs to process structured and unstructured macroeconomic data with real-time intent routing.Created a dynamic BI dashboard integrating LLM-based correlation analysis between commodity markets and macroeconomic indicators, leveraging Google BigQuery and automated scraping pipelines for scheduled data ingestion.
Education
Veermata Jijabai Technological Institute (VJTI)
Bachelor of Technology - BTech
2020 — 2024
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