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Sonil Negi

Pre-final year at Indian Institute of Technology, Kharagpur | Economics

Kharagpur

2+ years of work experience

Newcastle University
Jul 20262 mosPresent

Perry AI
Mar 20264 mosJun 2026

London

• Built an LLM evaluation framework to assess legal risk reviews, benchmarking outputs on accuracy, reliability, latency, and cost • Designed evaluation pipelines to systematically compare model outputs to improve detection of contract risks and legal issues • Developed evaluation datasets and LangSmith experiment tracking to analyze the impact of model, prompt, and schema variations • Contributed to an AI-native legal workflow system that converts unstructured contracts into insights for faster VC/PE deal review
PredictRAM - SEBI Registered Research Analyst Firm
Jan 20263 mosMar 2026

IDEAS Technology Innovation Hub @ Indian Statistical Institute Kolkata
Jan 20262 mosFeb 2026

Business Club, IIT Kharagpur
Aug 20247 mosFeb 2025

Kharagpur

• Led engaging bi-weekly knowledge sessions for 35+ students on technical topics such as Technical Analysis and Neural Networks. • Designed and delivered Instagram content simplifying Probabilistic Matrix Factorization (PMF) for a broader club audience. • Garnered 2000+ team registrations, conceptualized analytical case content, coordinated logistics with senior club members, and secured INR 1.5L funding for the Indian Case Challenge 2024–2025.
Business Club, IIT Kharagpur
Aug 20231 yr 1 moAug 2024

Kharagpur

Sonil’s AI Stack

antigravity
antigravity
claudecode
claudecode

Education

Indian Institute of Technology, Kharagpur

Bachelor of Science - BS, Economics

Indian Institute of Technology, Kharagpur

20234 yrs2027

ISC Class XII

St. Joseph's Convent School, Kotdwara

20222022

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Headline

Pre-final year at Indian Institute of Technology, Kharagpur | Economics

Location

Kharagpur

AI stack

antigravity

claudecode

Work experience

Research Intern at Newcastle University, Jul 2026 - Present · 2 mos

AI Intern at Perry AI, Mar 2026 - Jun 2026 · 4 mos, London, • Built an LLM evaluation framework to assess legal risk reviews, benchmarking outputs on accuracy, reliability, latency, and cost • Designed evaluation pipelines to systematically compare model outputs to improve detection of contract risks and legal issues • Developed evaluation datasets and LangSmith experiment tracking to analyze the impact of model, prompt, and schema variations • Contributed to an AI-native legal workflow system that converts unstructured contracts into insights for faster VC/PE deal review

Financial Research Associate at PredictRAM - SEBI Registered Research Analyst Firm, Jan 2026 - Mar 2026 · 3 mos

Data Science Intern at IDEAS Technology Innovation Hub @ Indian Statistical Institute Kolkata, Jan 2026 - Feb 2026 · 2 mos

Subhead at Business Club, IIT Kharagpur, Aug 2024 - Feb 2025 · 7 mos, Kharagpur, • Led engaging bi-weekly knowledge sessions for 35+ students on technical topics such as Technical Analysis and Neural Networks. • Designed and delivered Instagram content simplifying Probabilistic Matrix Factorization (PMF) for a broader club audience. • Garnered 2000+ team registrations, conceptualized analytical case content, coordinated logistics with senior club members, and secured INR 1.5L funding for the Indian Case Challenge 2024–2025.

Associate member at Business Club, IIT Kharagpur, Aug 2023 - Aug 2024 · 1 yr 1 mo, Kharagpur

Education

Bachelor of Science - BS, Economics, Indian Institute of Technology, Kharagpur

ISC Class XII, St. Joseph's Convent School, Kotdwara

Public links

github: https://github.com/Sonil15

Sonil Negi - Research Intern in Kharagpur | Tal