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tanmay parasharTP
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tanmay parashar

@tanmayparashar

Applied AI Engineer building LLM and RAG systems, including an on-premise investigation platform for CID, MP Police.

India
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At Lead Catalyst, I built agentic GTM workflows that connect LLMs to CRM records, lead data, and enrichment APIs through MCP tools. A Hermes Agent pipeline with validation gates improved lead-qualification quality by about 22% and turned a backlog of 10,000+ cold prospects into a sales-ready pipeline.

For LegalAid, I architected a multi-agent RAG platform over 20,000+ Supreme Court judgments. It grounded drafts in retrieved judgments and reduced research time from about seven hours to three hours per matter; I also extended it to draft bail and anticipatory bail applications and petitions.

For CID, MP Police, I deployed an investigation-quality and SOP-compliance system fully on-premise with local LLMs, keeping case data within the department's systems. It checks chargesheets against 43 official SOP checkpoints and cut review time from over an hour to about 10 minutes.

I also built a viral-content discovery platform that surfaced 50+ videos per niche and region, and a dispatch-management platform for Gurudev Infratech (MDAMS) that replaced paper registers and remains in active paid use.

Experience

Work history, roles, and key accomplishments

LC

Lead Catalyst | GTM & AI Engineer

Lead Catalyst

Aug 2024 - Sep 2026 (2 years 1 month)

Built agentic GTM workflows connecting LLMs to CRM records and enrichment APIs as MCP tools. Orchestrated a research-to-qualify pipeline on Hermes Agent, improving lead-qualification quality by 22% and reducing time-to-first-touch from 1-2 hours to minutes.

CP

AI Engineer

CID, MP Police

Mar 2026 - Jun 2026 (3 months)

Deployed a fully on-premise LLM system for investigation-quality and SOP compliance, cutting chargesheet review from over an hour to about 10 minutes. Audits chargesheets against 43 official SOP checkpoints and produces scored compliance reports.

GM

Full-Stack Engineer

Gurudev Infratech (MDAMS)

Dec 2023 - May 2024 (5 months)

Replaced paper registers with a full-stack dispatch-management platform using React, Node.js, and PostgreSQL. Cut month-end reconciliation from 2-3 weeks to 2-3 days and closed a revenue leak; still in active paid use.

Education

Degrees, certifications, and relevant coursework

Udemy logoUD

Udemy

EU AI Act Compliance Introduction, EU AI Act Compliance

Completed the EU AI Act Compliance Introduction certification from Udemy in 2026.

RE

Regulation-AI.eu

AI Act Fundamentals, AI Act Fundamentals

Completed the AI Act Fundamentals certification from Regulation-AI.eu in 2026.

Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV) logoRR

Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV)

B.Tech, Computer Science

Grade: CGPA 7.4

Completed B.Tech in Computer Science from Rajiv Gandhi Proudyogiki Vishwavidyalaya in 2023 with a CGPA of 7.4.

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