Aman Pandey Sanjeev Kumar — AI Researcher
I’m passionate about building efficient, scalable, and intelligent AI systems. My focus is on AI/ML system optimization and high-performance computing, where I work on making models faster, lighter, and more practical through advanced inference techniques such as quantization, sparsity, pruning, knowledge distillation, and speculative decoding. I’ve gained hands-on experience across the AI optimization stack from low-level systems (MLIR, CUDA, Triton) to cutting-edge inference frameworks (PyTorch, TensorRT-LLM, vLLM, FlashInfer, MLC-LLM, SGLang). I genuinely enjoy tackling complex computational bottlenecks and transforming them into opportunities to push the limits of AI performance. Core Skills & Interests: • AI Inference Optimization – Quantization, Sparsity, Pruning, Knowledge Distillation, Speculative Decoding • AI Compilers – MLIR, TVM, IREE, ONNX • High-Performance Computing for AI – CUDA (C++ & Python), Triton, NVIDIA Dynamo • Generative AI Systems – vLLM, SGLang, TensorRT-LLM • ML & Data Science – Python, PyTorch, JAX, SQL, Pandas, NumPy I am currently seeking an Internship or Co-op for Spring 2026 and full time roles for Summer 2026 in roles such as Machine Learning Engineer, AI Systems Engineer, or AI Software/Hardware Co-Design Engineer. If you share an interest in AI systems, compilers, or inference optimization, I’d love to connect and exchange ideas. Feel free to reach me at sanjeevk@purdue.edu
Stackforce AI infers this person is a highly skilled AI and Data Science professional with a focus on optimization and engineering.
Location: West Lafayette, Indiana, United States
Experience: 6 yrs 6 mos
Skills
- Data Science
- Statistical Modeling
- Data Analysis
- Numerical Analysis
- Engineering Design
Career Highlights
- Expert in AI inference optimization techniques.
- Hands-on experience with advanced AI frameworks.
- Strong background in data science and statistical modeling.
Work Experience
Purdue University
Graduate Data Science Researcher (2 yrs 2 mos)
Teaching Assistant (2 yrs 7 mos)
Defence Research and Development Organisation (DRDO)
Research Intern (5 mos)
ISRO - Indian Space Research Organization
Intern (1 mo)
SAEINDIA
Chairperson of the Collegiate Club (8 mos)
Active member (3 yrs 11 mos)
KUN Exclusive
Internship Trainee (0 mo)
Kingpin Racing
Simulation Engineer (1 yr)
Head of Suspension and Vehicle Dynaimcs (11 mos)
Maruti Suzuki India Limited
Internship Trainee (0 mo)
Education
Master's in Electrical and Computer Engineering at Purdue University
Masters in Industrial Engineering at Purdue University
B.TECH at SRM IST Chennai
at Velammal Matriculation Higher Secondary School
