Madhur Gupta

CEO

Mumbai, Maharashtra, India9 yrs 6 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Developed Machine Learning models at Goldman Sachs.
  • Achieved 46% returns in fund management at IIMB.
  • Awarded multiple accolades at Microsoft for outstanding performance.
Stackforce AI infers this person is a Fintech and SaaS expert with strong analytical and quantitative skills.

Contact

Skills

Core Skills

Investment ManagementEquitiesMachine LearningData AnalysisData ScienceCloud Solutions

Other Skills

.NET CLRAlgorithmsCC#C++Computational ThinkingCorporate FinanceCost AccountingCryptographyData MiningData StructuresDecision SciencesDerivativesDynamic ProgrammingE-commerce

About

Currently, Madhur Gupta is an MBA student at the Indian Institute of Management Bangalore (IIMB) batch of 2019-21. He has interests in Capital Markets, Applied Math, and Computer Science. In 2020, he interned at Goldman Sachs in their Strats/Quant division, where he developed Machine Learning models to detect Front-running across asset classes including bonds, commodities, swaps, futures, options, warrants, equities, and ETFs and, was offered a Pre-Placement Offer (PPO) for exceptional performance. From July 2016 to May 2019, Madhur worked as a Software Engineer at Microsoft India Development Centre. At Microsoft, he developed Analytics and Cloud based solutions for Global Trade Finance tools and an Office 365 product having more than 35 million subscribers in 213,000 organizations around the world. Madhur finished his Computer Engineering from Thapar University, Patiala, India in 2016. During his Engineering, he got selected for the coveted Indian Academy of Sciences’ Summer Research Fellowship at the Tata Institute of Fundamental Research, Mumbai (TIFR). He also held a visiting research position in the Theoretical Statistics and Mathematics Unit of Indian Statistical Institute, New Delhi. He was an intern at Microsoft India during the summer of 2015 and, secured a PPO on the basis of his performance and subsequent interviews. He secured the highly prestigious CNRS (French National Center for Scientific Research) fellowship to do his final year thesis in the Fundamental Computer Science Laboratory of Aix-Marseille University, France. He specialized in Theoretical Computer Science during his bachelors. Madhur has had the fortune of working directly with doctoral students of legendary Turing Laureates: Prof. Edsger W. Dijkstra and Prof. Richard M. Karp. Outside of work, Madhur likes solving math puzzles, playing and watching cricket and, enjoys shopping and cooking.

Experience

Goldman sachs

4 roles

Vice President

Promoted

Jan 2024Present · 2 yrs 2 mos

Associate

Promoted

Jan 2022Jan 2024 · 2 yrs

Analyst

May 2021Dec 2021 · 7 mos

Summer Intern

May 2020Jun 2020 · 1 mo · Bengaluru, Karnataka, India

  • Developed Machine Learning models to detect Front-running across asset classes including bonds, commodities, swaps, futures, options, warrants, equities, and ETFs.
  • The internship resulted in a Pre-Placement Offer (PPO).
Machine LearningData AnalysisQuantitative Analysis

Indian institute of management bangalore

Student

Jun 2019Apr 2021 · 1 yr 10 mos · Greater Bengaluru Area

  • Secretary of Investment Fund - lead a team of 25 to manage a fund worth INR 2.5L; beat the market significantly (by a margin of 13%) to generate portfolio returns of 46% over seven months by investing in equities and trading in options, 2019-21
  • Subject Representative of Economics and Statistics courses, elected 1/2 of 70+ students, liaison between faculty and students at IIMB, 2019
Investment ManagementEquitiesOptions Trading

Microsoft

Software Engineer

Jul 2016May 2019 · 2 yrs 10 mos · Greater Hyderabad Area

  • Independently identified, designed, and implemented Dynamic Programming, Floating-point Numerical Analysis, and Statistical Methods to correctly and efficiently solve complex large-scale data science problems across distributed systems.
  • Developed Analytics and Cloud based solutions for Global Trade Finance tools and an Office 365 product having more than 35 million subscribers in 213,000 organizations around the world.
  • Microsoft India Campus Hires Subject Matter Expert (SME) Award for Data Science.
  • Microsoft India Star Award for outstanding performance during the month of February 2018.
  • Microsoft India FY18 Q2 Team Excellence Award in January 2018.
  • Successfully completed the Microsoft Certification in "Programming in HTML5 with JavaScript
  • and CSS3" (Exam 70-480) in January 2018.
Dynamic ProgrammingData ScienceCloud Solutions

Aix-marseille university

Research Intern

Jan 2016Jun 2016 · 5 mos · Greater Marseille Metropolitan Area

  • My visit was hosted by two laboratories - Laboratoire d' Informatique Fondamentale de Marseille (LIF), Aix-Marseille University, France, and prestigious LIA-INFORMEL (Indo-French International Formal Methods Lab).
  • The internship was part of my undergraduate thesis guided by Dr. Benjamin Monmege (Assistant Professor, Modelling and Verification Team, LIF). The other collaborators were Prof. Benedikt Bollig (Full-time researcher, CNRS, LSV, ENS-Cachan), and Prof. Peter Habermehl (Professor, LIAFA, University of Paris Diderot 7).
  • We developed an active learning method to infer min-plus automata. The algorithm is not restricted to deterministic devices but also applies to residual automata: a large class of non-deterministic automata that is strictly more expressive and exponentially more succinct.
  • I delivered a seminar based on my work in LIF, Marseille on June 9th, 2016.

Microsoft

Software Engineer Intern

Jun 2015Jul 2015 · 1 mo · Greater Hyderabad Area

  • While doing an academic internship at Microsoft, I developed a tool in .NET, involving the entire process of data mining; automated Big Data reports by analyzing 2GB+ data daily.
  • Based on my performance during the internship and subsequent interviews, I was offered a Pre-Placement Offer (PPO) to work at Microsoft India.
  • Among the top five at Thapar University in a batch of 850+ students, to be awarded a PPO.

Indian statistical institute (isi), new delhi

Visiting Research Scholar

Dec 2014Dec 2014 · 0 mo · New Delhi

  • I was hosted by Dr. Shanta Laishram, in the Theoretical Statistics and Mathematics Unit of Indian Statistical Institute, Delhi Center.
  • During this visit, I read, and was exposed to Elementary and Analytical Number Theory.

Tata institute of fundamental research, mumbai

Summer Research Fellow

Jun 2014Jul 2014 · 1 mo · Mumbai

  • Part of TIFR's very prestigious Visiting Students Research Program (VSRP) in which exceptionally talented and highly motivated students selected from all over India are exposed to research activities. Some of the activities involved as part of VSRP were a set of lectures on physics, chemistry, biology, mathematics, and computer science by leading scientists and mathematicians in the respective fields in India and abroad, visits to labs, Tarapaur Atomic Power Station (TAPS), etc.
  • My internship was guided by Prof. R.K. Shyamasundar, and Dr. N.V. Narendra Kumar. Prof. Shyamasundar is currently a JC Bose National Fellow, and Distinguished Professor in the Department of Computer Science and Engineering, Indian Institute of Technology, Bombay. Dr. Narendra Kumar is currently an Assistant Professor at the Institute for Development and Research in Banking Technology, Hyderabad, India.
  • We designed an algorithm to detect metamorphic viruses, and also implemented the celebrated algorithm for 'Similarity Search in High Dimensions via Hashing' by Rajeev Motwani, in C++.
  • In addition to the project, I successfully completed a 'Beginner's course in Python Programming' offered by Prof. Jaikumar Radhakrishnan (School of Technology and Computer Science, Tata Institute of Fundamental Research, Mumbai).

Education

Indian Institute of Management Bangalore

Master of Business Administration - MBA — Finance

Jan 2019Jan 2021

Thapar Institute of Engineering & Technology

Bachelor of Engineering - BE

Jul 2012Jun 2016

Aix-Marseille University

Researcher — Computer Science

Jan 2016Jan 2016

Tata Institute of Fundamental Research, Mumbai

Visiting Students Research Programme — School of Technology and Computer Science

Jan 2014Jan 2014

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