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Presentation

I build AI-powered applications and backend systems, specializing in LLMs, RAG, agentic AI, and automation. I can help with AI feature development, AI coding agents, custom RAG pipelines, multi-agent workflows, MCP integrations, LLM integrations, and production-ready Python/FastAPI backends. I also work with hybrid search, embeddings, vector databases, model evaluation, and AI-assisted development.

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Offered services

1 service

AI RAG Chatbot & Knowledge Assistant Development

I will build a custom AI knowledge assistant using LLMs and RAG that can answer questions accurately from your documents, knowledge base, or internal data. I can integrate document processing, ...

15 $

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Background

AI Engineer

TALLY SOLUTIONS PRIVATE LIMITED · 01/11/2025 – Today

Working on AI/LLM systems for TallyPrime, with a focus on agentic AI, RAG, and AI developer tools.

Worked on the TDL AI Coding Assistant, contributing to the agentic and multi-agent architecture, tool execution, MCP integration, and hybrid RAG using Qdrant, BM25, and RRF.
Built and integrated a FastMCP server exposing TDL grammar, schema, documentation, semantic search, and code-example retrieval to the AI agent.
Optimized the retrieval pipeline using a local SQLite retrieval layer, reducing retrieval latency by around 80%.
Worked on the Tally Code Brewers AI Evaluation Platform, developing Strands-based multi-agent workflows for code/diff analysis, repository integrity, and contribution tracking across 250+ repositories.
Contributed to the AWS event-driven architecture using EventBridge, SQS FIFO, Lambda, DynamoDB, and CDK, with focus on reliability and scalable evaluation.
Worked on Smart Voucher, an NLP-based ledger mapping system using embeddings, BM25/FTS5, RRF, and fine-tuned sentence-transformer models.

B.Tech in CSE

Indian Institute of Information Technology Sricity · 2022 – 2026