---
title: "Sumith Shanthinath Chougale - Artificial Intelligence Engineer in Bengaluru | Tal"
description: "Meet Sumith Shanthinath Chougale, AI Engineer at VyasLDM | Generative AI, Agentic AI & LLMs | Retrieval-Augmented Generation (RAG), Python, Machine Learning based in Bengaluru. AI stack includes antigravity, claude code, and claude."
image: "https://tal.club/meet/sumith-shanthinath-chougale/share-image"
---

# Sumith Shanthinath Chougale on Tal

## Headline

AI Engineer at VyasLDM \| Generative AI, Agentic AI & LLMs \| Retrieval\-Augmented Generation \(RAG\), Python, Machine Learning

## About

AI Engineer at VyasLDM, specializing in Generative AI, Agentic AI, and Large Language Models \(LLMs\)\. I design and build production Retrieval\-Augmented Generation \(RAG\) pipelines, machine learning systems, and microservice\-based AI platforms\. At VyasLDM, a legal\-technology platform, I contribute to a 6\-microservice architecture spanning document processing, LLM\-powered legal research, and agentic workflow orchestration\. My work includes building RAG pipelines using pgVector and VoyageAI embeddings with LLM\-based query\-rewriting via Groq, debugging LLM agent routing and classification logic, and designing citation\-generation features for legal AI outputs\. Previously, I completed a 730\-hour interdisciplinary AI/ML research internship at IIMSTC, rated Diamond \(top performance tier\) on the final assessment\. Independently, I have built and deployed end\-to\-end AI/ML products, including a multi\-modal Retrieval\-Augmented Generation chatbot with OCR\-based document ingestion and a Chroma vector database, and a full\-stack agriculture platform published on the Google Play Store\. Core competencies: Python, Large Language Models, RAG, Prompt Engineering, Scikit\-learn, TensorFlow, FastAPI, PostgreSQL, Vector Databases \(Chroma, pgVector\), gRPC\.

## Location

Bengaluru

## AI stack

antigravity

claude code

claude

codex

deepseek

gemini

## Work experience

Artificial Intelligence Engineer at Vyas LDM, Dec 2025 \- Present · 11 mos, On\-site

Artificial Intelligence Engineer at Vyas LDM, Dec 2025 \- Present · 11 mos, Remote, Contributed to a 6\-microservice legal\-tech AI platform \(Go, Python, gRPC, Restate, PostgreSQL/pgVector\), building a production RAG pipeline \(pgVector, VoyageAI embeddings, LLM\-based query\-rewriting via Groq\) and durable agentic workflow orchestration for multi\-step document ingestion \(PDF extraction, classification, annotation\)\. Debugged and fixed LLM agent routing/classification failures, including a query\-rewrite misclassification and unbalanced few\-shot prompt engineering examples, and designed a same\-call citation hover\-preview feature generating LLM\-based descriptions with no extra call, cache, or database lookup\. Diagnosed and fixed production correctness issues, including a billing/credits\-deduction bug, a missing database migration risking data loss, and a guardrails bug dropping verification status on LLM\-generated legal citations\.

Accounting Analyst at IIMSTC \(International Institute of Medical Science & Technology Council\), Jan 2026 \- May 2026 · 5 mos, Interdisciplinary Research Internship \(730 hrs\) \- Bangalore

AI/ML Intern at International Institute of Medical Science and Technology Council, Jan 2026 \- May 2026 · 5 mos, Bengaluru, Karnataka, India, Completed a 730\-hour interdisciplinary AI/ML research internship, designing, training, and evaluating machine learning models end\-to\-end for real\-world applications, covering data preprocessing, feature engineering, and model validation\. Improved model prediction accuracy through iterative training and evaluation cycles using Python and TensorFlow\. Rated Diamond \(top performance tier, 85%\+\) on final internship assessment\.

## Education

Bachelor of Engineering \- BE, Artificial Intelligence, HKBK Group of Institutions

Vidyarashmi vidyalaya Savanoor

[View the original profile](https://tal.club/meet/sumith-shanthinath-chougale)

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