Aditya Gupta

Associate Consultant

New York City, New York, United States4 yrs 1 mo experience

AI ML PractitionerAI Enabled

Key Highlights

Developed optimization algorithms for hyperparameter tuning.
Contributed to autonomous driving research with RL agents.
Experience in cloud-native applications for automotive industry.

Stackforce AI infers this person is a skilled AI/ML engineer with experience in automotive and fintech sectors.

Contact

Skills

Core Skills

Mathematical OptimizationMachine Learning

Other Skills

AlgorithmsArtificial Intelligence (AI)C++Data EngineeringData StructuresEvolutionary AlgorithmsMATLABMarkov ChainsMarkov Decision ProcessesPython (Programming Language)Reinforcement LearningSQLStochastic Optimization

About

Hi! I am Aditya Gupta, I'm an incoming MS student at NYU - Tandon School of Engineering. Previously, I graduated from IIT Bombay with a B.Tech in Mechanical Engineering and a minor degree in Computer Science and Engineering. I have deep passion for AI/ML, data structures, mathematical optimizations and love to explore their novel and potential use-cases. I've been fortunate to work as a researcher under the wing of notable professors during my undergraduate studies. Apart from this, my time as an intern at Finance-based firms has given me a lot of insight on the use of efficient DSA and ML algorithms and their eventual impact on the product. My time at Mercedes-Benz R&D as a Cloud Platform developer helped me deep-dive into the working, execution and management of cloud-native applications, built for scale. There is always a lot of scope to learn and implement our knowledge, and I'd always like to work towards delivering the best quality product.

Experience

New york university

2 roles

Research Assistant

Sep 2025 – Present · 6 mos · New York City Metropolitan Area · On-site

Working as a research assistant under Prof. Eugene Vinitsky with the EMERGE Lab.
Currently contributing on developing end-to-end RL planning agents for autonomous driving.

Course Assistant

Sep 2025 – Present · 6 mos · New York City Metropolitan Area · On-site

Developing mathematical optimization routines for sustainable energy sources and moderating course CBE-9413 under the guidance of Prof. Dharik Mallapragada.

Mercedes-benz research and development india

2 roles

Cloud Platform Developer

May 2025 – Jul 2025 · 2 mos · Bengaluru, Karnataka, India · On-site

Operated over Mercedes-Benz connected cars platform enabling near real-time (100 ms) remote vehicle command execution, ensuring system health and feature onboarding
Developed and deployed production-grade Java microservices on Kubernetes using Azure pipelines for CI/CD
Designed an AWS-based remote execution platform to simplifying CODEX infrastructure complexity

Graduate Engineering Trainee

Oct 2024 – Jun 2025 · 8 mos · Bengaluru, Karnataka, India · On-site

Iitb rocket team

2 roles

Senior Technical Advisor

Jun 2023 – May 2024 · 11 mos · Mumbai, Maharashtra, India

Oversaw the development of 2nd gen in-house high-power rocket - Agastya.

Senior Design Engineer

Jun 2022 – Jun 2023 · 1 yr · Mumbai, Maharashtra, India

Selected as part of an 8-member contingent representing IIT-Bombay at the Spaceport America (SA) Cup, NM, USA.
Co-authored a technical report detailing Rocket’s flight and recovery plan at Spaceport America Cup.
Part of the launchpad team that achieved nominal liftoff, estimated apogee followed by a successful recovery.

Indian institute of technology, bombay

Undergraduate Researcher

Jun 2023 – Oct 2024 · 1 yr 4 mos · Mumbai, Maharashtra, India · On-site

Developed a novel global optimization algorithm (SwiftNav) using state-of-the-art MCMC (Monte-Carlo Markov chain) samplers, enhancing accuracy and speed.
Implemented algorithm on discretized Simulated annealing routines, ensuring robustness for high-dimensional problems.
Integrated SwiftNav with a numerically tractable convex semi-infinite solver (CSIP) used for construction of Controlled Lyapunov Functions.

MATLABMarkov ChainsStochastic OptimizationMathematical Optimization

American express

Machine Learning Engineer

May 2023 – Jul 2023 · 2 mos · Bengaluru, Karnataka, India · On-site

Developed an optimization algorithm for hyperparameter tuning in Market-Mix Modelling (MMM).
Applied robust optimization routines (Dual Annealing & Bayesian Optimization) to improve prediction pipeline.

Python (Programming Language)Data EngineeringMachine Learning

Opulence business solutions pvt ltd.

Financial Analyst

May 2022 – Jul 2022 · 2 mos

Conducted extensive research to provide insights and recommendations for business deals.
Facilitated the establishment of business relationships between enterprises and global investors.

Indian institute of technology, bombay

Teaching Assistant

Mar 2022 – Jul 2022 · 4 mos · Mumbai, Maharashtra, India

Assisted professor in reviewing problem sets and preparing detailed solution for 600+ freshmen.

Iitb rocket team

2 roles

Web Developer

Oct 2021 – Apr 2022 · 6 mos · Mumbai, Maharashtra, India

Ideated and developed IITB Rocket Team's website

Junior Design Engineer

Jun 2021 – Jun 2022 · 1 yr · Mumbai, Maharashtra, India

Designed and tested structural components for the high-power sounding rocket, Adyant, as part of the Airframe team at IITB Rocket Team.
Collaborated with team members to optimize the manufacturing process for increased efficiency and performance.
Implemented innovative design solutions to improve the overall structural integrity and flight performance of the rocket.