Research &
bold work.

Experience

Research & Projects Timeline

MARIN Community · Percy Liang, Stanford · 2026 — Present

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—Member and contributor at the MARIN Community founded by Percy Liang at Stanford
—Collaborating with researchers on frontier AI research, benchmarking, and evaluation
—Contributing to open discussions on model safety, capability assessment, and AI progress

Independent Research · 2026

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—Benchmarked Dijkstra vs. A* on a 302,066-node graph of Lucknow's road network (4,132 km²)
—Built a high-performance C++17 pipeline using Libosmium to parse OpenStreetMap PBF data
—A* achieved a mean search-space reduction of 78.13% (p < 0.0001) across 1,000 randomised trials

Stockholm Junior Water Prize India · w/ Raghav Khandelia, Aroush Muglikar, Shreyas Roy · 2026

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—Designed a theoretical three-channel rGO-aptamer chip for simultaneous detection of arsenic, fluoride, and lead in rural Indian groundwater
—Authored the Python simulation engine: adsorption isotherms, EIS, Monte Carlo LOD propagation, Random Forest classifier
—RF classifier achieved 97.3% accuracy (AUC > 0.999); open-source at github.com/prateektiwariii/AquaNeuron

Independent Research · 2026

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—Built a C++ engine normalising Olympic sprint times (100m, 200m, 400m) for wind, altitude, temperature, humidity, lane curvature, and track surface
—Proposed Physics Adjusted Time (PAT) as a supplementary metric for World Athletics
—Discovered the Jacobs-Lyles Paradox: Jacobs' Tokyo gold represents superior mechanical output despite a slower raw time

Education

2026Grade 8 (current)

Army Public School, Gorakhpur·Current school

2025Grade 7

Army Public School, Sardar Patel Marg, Lucknow·Score: 96.53–83%

2024School Captain, Boys

Army Public School, Jalandhar Cantt·Leadership · Previous school

2026CryptoHack — Top 150 India

Handle: ioi_ico·Cryptography

2026Codeforces · IOI Prep

Handle: ioi_ico_ioai·Competitive Programming

Research &bold work.