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Aayam Bansal

Aayam Bansal

Builder, researcher, and co-founder of InkVell (YC W26)

San Francisco Bay Area
Urbana-Champaign, Illinois, USA
Kolkata, India

Summary

Aayam Bansal is a prodigious entrepreneur and researcher in the AI space, having co-founded InkVell (a Y Combinator-backed AI-native LaTeX editor) and previously founded aisock, an AI-powered medical device company that was acquired. His entrepreneurial journey notably includes dropping out of the University of Illinois Urbana-Champaign to focus on building InkVell. aayambansal+2
His research contributions span various prestigious institutions, including MIT CSAIL, Carnegie Mellon University, University of Oxford, and National University of Singapore. He has published numerous papers in top-tier conferences and workshops such as NeurIPS and ICML, focusing on areas like Foundation Models, Time Series Data, Computer Vision, and privacy-preserving Machine Learning. aayambansal+2
Aayam demonstrates a strong commitment to social impact through his past volunteer work. He contributed to public health initiatives by designing a real-time dengue hotspot tracking database for the Bidhannagar Municipal Corporation, which led to a significant reduction in cases. He also played a role in COVID-19 response efforts with the Government of India and assisted the Kolkata Municipal Corporation with social welfare surveys. aayambansal
Despite his extensive professional and academic achievements, Aayam also maintains a diverse set of competitive hobbies. He is a national-level chess player, a competitive Rubik's cube solver, and has completed long-distance cycling events for charity, showcasing a balanced and driven personality. aayambansal+1
His work has been recognized with multiple awards, including being named a Winter Fellow at Harvard TECH, receiving the Best Research Paper Award at Harvard Student Agencies, and achieving top positions in the NASA-Boeing Space Settlement Design Competition. He was also mentored by Nobel Laureate Dr. Amartya Sen during his research internship at Pratichi Trust. aayambansal

Work

Education

Projects

Writing

Prompt2Peptide: Learned Text-to-Property Control and Charge-Curriculum Search for Controllable Peptide Generation

September 1, 2025
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CiteGuard: Retrieval-Augmented Citation Verification for LLM-Powered Peer Review

September 1, 2025
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Zero-Train Temporal Drift Analysis of Transformer Sentiment Models on Event-Driven Social Media Streams

June 1, 2025
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MicroProbe: Efficient Reliability Assessment for Foundation Models with Minimal Data

June 1, 2025
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Grid Stability Analysis with High Renewable Integration: Simulation-Based Assessment and Mitigation Strategies

May 1, 2025
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COVID-19 Economic Impact and Business Ecosystem Resilience: A Comprehensive Analysis of Los Angeles Business Registry Data

April 1, 2025
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Temporal Encoding Strategies for Energy Time Series Prediction

January 1, 2025
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Linguistic Complexity and Socio-cultural Patterns in Hip-Hop Lyrics

January 1, 2025
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Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact

January 1, 2025
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Light-Weight Benchmarks Reveal the Hidden Hardware Cost of Zero-Shot Tabular Foundation Models

January 1, 2025
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Early Detection of Mental Health Crises through Social Media Analysis

January 1, 2025
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Emotional Analysis of Fashion Trends Using Social Media and AI: Sentiment Analysis on Twitter for Fashion Trend Forecasting

January 1, 2025
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LaTeXBench: Judge-Only Evaluation of LaTeX Generation, Minimal-Edit Compliance, and Blind Contrast Errors

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Advanced Machine Learning Approaches for Formula 1 Race Performance Prediction: A Comprehensive Analysis of Championship Point Forecasting

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Hobbies

Competitively solves Rubik's cubes, having won the Kolkata Speed Solving Championship (U-16) with a 3x3 time of 2:05.39. aayambansal

Plays chess at a national level, ranking 2nd District, 6th State, 14th & 17th National in U-16 rankings. aayambansal

Engages in cycling, having completed 30km and 50km cyclothons and organized campaigns that raised over ₹10L for Organ Donation Awareness. aayambansal

Achieved the Platinum Trophy in the video game 'God of War' multiple times, a feat requiring significant perseverance. aayambansal+1