Experience

  1. AI/ML Software Engineer

    LinkedIn
    [Incoming] Starting July 2025

  2. Software Engineer, AI Platforms — Generative AI Inferenceing Intern

    LinkedIn

    Built & integrated an end-to-end Rust-based low-latency inference engine for PyTorch under Data & AI Platforms org - while pioneering the efforts to transition the tech stack from Java to Rust.

    In production machines, my work was being actively used to serve 5+ business use-cases leading to P99 inference latency reduction from 4 ms to 2 ms, and P99 tail data ingestion latency reduction from 70 ms to 7 ms. This also increased throughput by 4x, leading to GPU savings of ~ $1 million in the case of PyTorch EBR kNN with custom-filtering model that I got to develop.

    Also, I got to pitch 3 novel product ideas to the CEO, Ryan Roslansky, and that led to further discussions with Product Leaders (VPs, Sr. Directors, Directors, Principal PMs) across 3 business units for formulating them in detail & to potentially incorporate 2 them in the future B2B2C strategies at LinkedIn.

  3. Quantitative Trading Micro-Intern

    Valkyrie Trading
    Developed a Monte-Carlo simulation-based strategy for theo-value estimation and shadowed quants/traders in treasuries and equity options desks. Gained hands-on experience in the execution and risk management of delta and gamma hedging market-making strategies through intensive mock sessions.

  4. Software Engineer Intern

    Amazon Web Services (AWS)
    Populated a metrics dashboard, pushed latency optimizations to production at AWS CloudFront; Proposed & documented use-case of AutoML to analyze change-propagation/caching service logs to predict future outages

  5. Research Fellow (CSRMP)

    Google Research
    Selected as 1 of 90 fellows across the U.S. and Canada for the 2022B cohort. This fellowship, focused on diversity in tech, recognizes academic excellence and commitment to impactful research. Fellows receive mentorship from leading experts and engage in cutting-edge computer science projects, developing advanced skills and contributing to real-world applications.

  6. Business Analytics & VC Extern

    HP Tech Ventures
    Analyzed data using SQL & Excel, research and sourced deals for hybrid work model market based startups. Created a pitch deck with analysis for one of the companies to present to the relevant stakeholders.

Education

  1. Bachelor's with Distinction in Computer Science, Mathematics (Summa cum laude), and Statistics (Summa cum laude)

    Amherst College
    • Cumulative GPA: 3.97/4.00 | Major(s) GPA: 4.00/4.00
    • Inducted to Phi Beta Kappa, Sigma Xi, Mu Sigma Rho Honors Societies
    • Explored Computer Science, Mathematics, Statistics, Economics, English, Theatre & Dance!
    • MATH Honors Thesis: Lean4 Machine Assisted Proof Framework for Chip Firing Game & Graphical Riemann-Roch
    • STAT Honors Thesis: ccrvam : a Python Package for Model-Free Exploratory Analysis of Multivariate Discrete Data with an Ordinal Response Variable
    • Notable activities:
      • Founding Executive Director of Engineering, Ideas 2 Innovation Venture Accelerator.
      • Founder & Co-President, Amherst Cricket Club.
      • President, Amherst Quant Club.
      • Lead Shuttler & Coach, Amherst Badminton Team.
      • Youngest Archer in Amherst Archery Club.

  2. Visiting Student Program (Graduate)

    Columbia University in the City of New York
    • GPA: 4.055/4.300
    • 6 graduate-level courses in mathematics and statistics.
    • Focused on Bayesian Statistics, Machine Learning, Statistical Inference, and Quantitative Programming.

  3. Study Abroad Program (Exchange)

    Budapest University of Technology and Economics, AIT Budapest
    • GPA: 5.00/5.00 (EU Scale, All A+ in US)
    • Focused on Software Development, Scalable Systems, and Applied Cryptography.
Skills & Hobbies
Technical Skills
Python
R
Rust
SQL
Hobbies
Hiking
Badminton
Cricket
Languages
100%
English
100%
Gujarati
100%
Hindi
50%
Sanskrit
10%
Hungarian
Awards
Robert H. Breusch Prize in Statistics
Amherst College ∙ May 2025
Awarded to the senior who, in the opinion of the faculty in mathematics and statistics, has presented the best honors thesis in statistics.
Phi Beta Kappa Honors Society’s Fellowship
Amherst College, Phi Beta Kappa Chapter ∙ May 2025
PBK is the nation’s oldest, most prestigious honor society, celebrating excellence in the liberal arts and championing freedom of thought. The students elected to membership in this honor society are recognized for their superlative academic achievement and wide-ranging intellectual curiosity. Only 10% of U.S. colleges and universities have Phi Beta Kappa chapters, and these chapters select only about 10% of their arts and sciences graduates to join. Today, the Society includes over 290 chapters at American colleges and universities. PBK members include 17 U.S. Presidents, 38 U.S. Supreme Court Justices, more than 150 Nobel Laureates, noted scientists and researchers, business and civic leaders, and artists.
Sigma Xi, Associate Fellowship
Amherst College, Sigma Xi Chapter ∙ May 2025
Sigma Xi, the National Honorary Scientific Research Society, was founded in 1886, and the Amherst Chapter was installed March 23, 1950. As one of its pur­poses, the Society gives recognition of those students, members of the Faculty, research associates and alumni who have demonstrated ability to carry on con­structive scientific research or who show definite promise of research ability. Other functions are the maintenance of companionship among investigators in the various fields of science, the holding of meetings for the discussion of scien­tific subjects and the fostering of an interest in scientific research in the College.
Hult Prize Foundation 2025 National Competition Finalist - TalentNexus
Hult Prize Foundation ∙ September 2024
Led TalentNexus as CEO to qualify for the 2025 National Competition, selected from 15,000+ global startups (176,000+ students) across 100+ countries as one of the top 750 teams. Representing Amherst College as one of the first-ever teams to reach this stage. Developed an AI-driven onboarding platform that cuts onboarding time in half and significantly improves retention and engagement, addressing UN SDG8 goals for sustainable economic growth and productive employment.
6th Place Individually in Yonex Northeastern Collegiate Badminton
Boston Badminton ∙ November 2024
Competed in a Division 3 collegiate tournament against 80+ undergraduate, master’s, and PhD students. Secured 6th place in singles, winning 8/8 matches, and performed strongly in doubles with 4/5 victories. Demonstrated skill, strategy, and leadership by contributing to a team victory against Harvard and Binghamton universities.
Mu Sigma Rho Honors Society’s Fellowship
Boston Chapter of the ASA (BCASA) ∙ April 2024
Recognized for outstanding academic achievement in statistics courses and overall undergraduate coursework.
1st Place - Hack The Herd Sustainability Hackathon
Amherst College ∙ December 2023
Awarded for GAIA for Meeting Prep, selected by Faculty and College Administration out of 50+ participants. Recognized for creativity and practicality in streamlining board meeting preparations to improve efficiency and environmental impact within the Office of Sustainability.
1st Place - HackUMass XI (Grand Prize Winner)
University of Massachusetts Amherst ∙ November 2023
Awarded for MinervAI, selected as the best project out of 5,000+ participants globally. Recognized for creativity, technical elegance, and innovative use of AI to solve high-impact real-world challenges in the EdTech space.
3rd Prize - Y Combinator Startup Pitch Competition
Y Combinator ∙ September 2023
Recognized for LogFlow AI, an innovative solution leveraging intelligent data analysis to streamline workflow management. Selected from a pool of 10,000+ participants worldwide. Reflects commitment to entrepreneurship and a passion for creating technology-driven solutions.
2023 William J. Walker Prize for Problem-Solving in Competitive Mathematics (First Place)
Amherst College ∙ May 2023
Awarded to the top performer in a rigorous problem-solving exam with mathematical Olympiad-style problems among ~450 sophomores. Recognized for exceptional creativity and theoretical mastery in fields like algebra, geometry, combinatorics, calculus, and probability.
2022 William J. Walker Prize for Problem-Solving in Competitive Mathematics (Second Place)
Amherst College ∙ May 2022
Awarded to the second-highest performer in a mathematical Olympiad-style problem-solving exam among ~450 first-year students. Highlights creativity, problem-solving skills, and deep theoretical understanding of mathematical concepts.
4 Badges in USA Archery’s Tournaments
USA Archery ∙ March 2022
Earned badges in the Junior Olympic Archery Development (JOAD) Program, recognizing indoor and outdoor target accuracy achievements. Required scoring 180 out of 200 points in indoor and outdoor target shooting from 25m.
Pramerica Spirit of Community Award (National Honor Silver Award)
Pramerica Spirit of Community Awards ∙ March 2021
Recognized for empowering marginalized youth through education and mentorship, bridging language barriers, and providing emotional support for orphaned HIV-positive girls at Janani Dham.
Gold Award and 1st-Runner-up in World International Mathematics Olympiad Finals
SMO Mathematical Society ∙ January 2021
Represented my country in the World International Mathematics Olympiad Finals after excelling in initial rounds. Scored perfect marks in Arithmetic, Algebra, and Geometry problems, showcasing advanced problem-solving skills.
World Rank-3rd, All India Rank-1st in HKIMO Final
Hong Kong International Mathematics Olympiad Association ∙ October 2020
Represented my country in the HKIMO Final after four rigorous selection rounds. Earned a Gold Award for outstanding performance in advanced mathematical problem-solving.
Champion Award & World Rank-1st in AIMO Final
Asia International Mathematical Olympiad ∙ September 2020
Awarded 1st place among 10,000+ students. Recognized for problem-solving excellence and mastery of advanced mathematical concepts, reflecting passion for mathematics and analytical aptitude.
Finalist - Indian National Mathematics Olympiad
Homi Bhabha Centre for Science Education ∙ January 2020
Selected as one of 300 finalists out of 50,000+ participants. Recognized for exceptional analytical and problem-solving skills, distinguishing myself among India’s top young mathematicians.
Outstanding Cambridge Learner Award - High Achievement in Additional Mathematics
Cambridge International Education (CIE) ∙ December 2019
Awarded for exceptional performance in Cambridge IGCSE Additional Mathematics with a score of 96/100. Recognized as the highest achiever in the country for this subject.
Allen Champ Awards (2017, 2018, 2019)
Allen Career Institute ∙ August 2019
Achieved All India Ranks of 3rd, 5th, and 7th over three consecutive years based on outstanding academic and extracurricular achievements. Awarded cash prizes and scholarships for exceptional performance.
International Astronomy & Astrophysics Competition (IAAC) - 2nd Regional Award and Gold Honor
International Astronomy & Astrophysics Competition ∙ January 2020
Earned the 2nd Regional Award for South Asia in 2019 and the Gold Honour in 2020 for exceptional performance in solving challenging problems related to astronomy and astrophysics.
Genius Olympiad Finalist
Genius Olympiad ∙ June 2020
Recognized as a finalist in the Genius Olympiad for innovative solutions addressing global environmental challenges.
International Best Oral Presentation Award
International Science Conference ∙ June 2019
Awarded for delivering the best oral presentation at the ISC, demonstrating exceptional communication and scientific rigor.
Online Physics Brawl Exam - World Rank 6th
Online Physics Brawl ∙ May 2020
Secured World Rank 6th in an international competition, showcasing advanced understanding and problem-solving in physics.
IOM (International Olympiad of Mathematics) - International Rank 13
International Olympiad of Mathematics ∙ December 2019
Achieved International Rank 13, earning a Gold Medal with a score of 98.308/100, reflecting a strong aptitude for mathematical problem-solving.
NBTO (National Biotechnology Olympiad) - International Rank 6th
National Biotechnology Olympiad ∙ March 2017
Secured International Rank 6th, awarded a Gold Medal for excellence in biotechnology-related topics.
Kishore Vaigyanik Protsahan Yojana (KVPY) Fellowship Award
Indian Institute of Science (IISc) ∙ December 2020
Selected for the prestigious KVPY Fellowship for academic excellence in science and research aptitude.
NSEA (National Science Examination of Astronomy/Astrophysics) - National Top 1%
National Olympiad Program ∙ January 2020
Placed in the top 1% nationally and selected for Stage 2 in the International Olympiad of Astronomy and Astrophysics, showcasing exceptional aptitude in astronomy and astrophysics.
NSEJS (National Science Examination of Junior Science) - National Top 1%
National Olympiad Program ∙ January 2019
Placed in the top 1% nationally and selected for Stage 2 in the International Junior Science Olympiad, showcasing exceptional aptitude in physics, chemistry, and biology.
Australian National Chemistry Quiz (ANCQ) - High Distinction Excellence Award
Royal Australian Chemical Institute ∙ August 2019
Achieved High Distinction Excellence, ranking in the top 1% globally for outstanding performance in chemistry.
Grand Honors Award
Johns Hopkins University, USA ∙ July 2019
Recognized for exceptional academic and extracurricular performance by Johns Hopkins University, reflecting intellectual and creative excellence.
AIR-1, Gold Medal - Indian Mathematics Olympiad Contest
Indian Mathematics Olympiad ∙ June 2019
Awarded All India Rank 1 and a Gold Medal for scoring 95% in one of India’s most competitive mathematics olympiads.
National Top 100 Achiever Award - NSTSE
Unified Council ∙ March 2019
Secured National Top 100 Achiever Award for three consecutive years (2017, 2018, 2019) in the National Science Talent Search Examination.
National Top 100 Achiever Award - Unified Cyber Olympiad (UCO)
Unified Council ∙ March 2019
Ranked among the top 100 in the UCO 2nd level, showcasing strong logical reasoning and technical skills.
All India Rank 7 - STaRT (Student Talent Reward Test) Winner Award
Resonance Eduventures Limited ∙ February 2019
Ranked 7th at the national level, demonstrating strong analytical abilities.
All India Rank 17 - ANTHE (Aakash National Talent Hunt Exam)
Aakash Institute ∙ December 2018
Secured AIR-17 in a competitive national-level talent hunt exam, reflecting outstanding academic potential.
All India Rank 24 - FTRE (FIITJEE Talent Reward Exam)
FIITJEE Institute ∙ January 2019
Achieved AIR-24 in the FTRE, demonstrating exceptional academic aptitude and problem-solving skills.
International Rank 17 - MARC
Brilliant Zone ∙ November 2016
Achieved International Rank 17 in the Mathematics Aptitude and Research Competition (MARC).
International Rank 25 - BiOM
Brilliant International Mathematics Olympiad ∙ November 2016
Ranked 25th internationally in the BiOM, reflecting advanced mathematical problem-solving capabilities.
AP Scholar with Distinction
College Board ∙ August 2018
Earned the AP Scholar with Distinction Award for achieving high scores in Advanced Placement exams, demonstrating academic excellence.
Emerging Scientist Award
11th International Scientist Awards on Engineering, Science, and Medicine ∙ January 2020
Won the Emerging Scientist Award in the research category, nominated by VDGOOD committee members, for contributions to scientific research in 2020.
Gold Medal, All India Rank 3rd at Southeast Asian Mathematical Olympiad (SEAMO) 2020
SEAMO Organizing Committee ∙ January 2020
Recognized as a Global Top-10 Achiever in the Senior Level, and selected for the Champions Round.
World Rank 3rd, All India Rank 1st at Thailand International Mathematical Olympiad (TIMO) 2020
TIMO Organizing Committee ∙ January 2020
Recognized for exceptional performance in mathematics competition’s heat round.
Kishore Vaigyanik Protsahan Yojana (KVPY) 2020
Indian Institute of Science (IISc), Bangalore, and Government of India ∙ January 2020
Selected for the prestigious KVPY Scholarship Award by demonstrating remarkable aptitude and excellence in science and research through an examination and rigorous interview process.
Certificate of Excellence - ANCQ (Australian National Chemistry Quiz)
Royal Australian Chemical Institute ∙ August 2019
Scored 27/30 and a percentile rank of 99th in the Australian National Chemistry Quiz.
Certificate of Excellence - 8th IYMC (International Young Mathematics Convention)
CMS Lucknow ∙ July 2019
Awarded for outstanding performance by reflecting global mathematical talent.
Youngest Participant - Young Environmentalists Conference
International Young Environmentalists Summit ∙ May 2018
Recognized for reflecting early initiative in environmental research and advocacy.
Merit Certificate - Digital India Week Online Challenge
Government of India ∙ April 2018
Recognized for successfully completing the Digital Wellness Online Challenge during Digital India Week.