Umang Gupta

Passionate about merging Engineering, Computing and Design with an interest in systems, finance and AI.
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Featured Projects

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Experience
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Jul 2024 - Present · 1 yr 5 mos
Data Scientist
Developed an internal tool to automatically extract critical information and generate insights from Finance Board Papers, reducing manual workload and saving 240 hours of manpower quarterly. Created a Pilot Training Assistant leveraging over a million pages of pilot manuals, simulating real-life scenarios to accelerate pilot training, ultimately improving promotion rates
Python
GenAI
Agents
RAG
Qdrant
AWS
@Grab
Singapore
Jan 2023 - May 2023 · 3 mos
Software Engineer Intern
At Grab, I tackled diverse software engineering challenges that made a real impact on driver experience. I debugged driver job allocation issues by designing custom event trackers and analyzing state transitions, ultimately fixing the root cause through SQL analysis. I boosted driver activity by developing and launching a complete Android incentivization feature. And, during Grab-a-thon, I actively contributed to increasing driver jobs by implementing creative adjustments to the matching algorithm. These experiences honed my technical skills, problem-solving abilities, and collaborative spirit, preparing me to tackle real-world challenges and deliver impactful solutions.
Java
Kotlin
Android
Network
TCP
Front End Dev
@SUTD
Singapore
Jan 2022 - Apr 2022 · 3 mos
Undergraduate Teaching Assistant
Taught a few sessions of 50 students Calculus II and conducted outside office hours. Succeeded as the cohort with the highest average score
Calculus II
Teaching
@SUTD
Singapore
Nov 2021 - Mar 2022 · 4 mos
Researcher
Researched on Network Design and Performance in Blockchain Networks and its impact on user and developer trust for decentralized applications. Recognized as the best research team out of 5 rival teams for finding business opportunity with professors from SUTD and mentor from MIT.
Blockchain
Solidarity
Education
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@Stanford University
CA, United States
Jun 2023 - Aug 2023 · 2 mos
International Honors Program

Subjects: High Performance Computing, Minds and Machines, Data Science for Climate Change

Grade: First Class Honours

• Got Selected as the only international student at SUTD among 5000 candidates to visit Stanford University on a fully end to end sponsored program

• Worked under Director of High Performance Computing Steve Jones, in his cluster facility

@University of Waterloo
Waterloo, Canada
Sep 2022 - Dec 2022 · 3 mos
Exchange Student

Subjects: Machine Learning, Artificial Intelligence, Networks, Introduction to Society Technology and Values

Grade: First Class Honours

@SUTD
Singapore
Sep 2020 - May 2024 · 3 yrs 8 mos
Bachelor of Engineering in Computer Science with Minor in AI

Core Modules: Calculus I & II, Digital Systems, Operating Systems, Software Development and Testing, Database, Game Development, Blockchain, System Security

Grade: First Class Honours

Activities and societies: Greenprint, Energy Club

C/C++
Python
Java
Full Stack Dev
Software Design
App Dev
AI