Ayon Roy
I am an AI Researcher and MS Data Science candidate at Columbia University in New York City. Previously Executive Data Scientist at NielsenIQ’s Global Centre for Statistical Research, and AI Research Intern at Qualcomm focusing on neural quantization (AIMET-ONNX). Founder of India’s largest Kaggle Days Meetup community.
DELIVERED
SUPPORTED
EMPOWERED
REVIEWED
Columbia University
School of Engineering & Applied Science (SEAS) / Data Science Institute
Industry Experience
5+ years solving enterprise problems with AI at Qualcomm (Edge AI AIMET-ONNX) and NielsenIQ (Global Centre for Statistical Research).
View timeline →Research & Systems
AutoClimDS (IEEE CAI 2026), CurFi (Wiley Engineering Reports), and Edge LLM Quantization Suite across ONNX Runtime.
Explore breakdowns →Community Leadership
Founded India's 1st and largest Kaggle Days Meetup community. Empowered 3,950+ learners and judged 115+ global hackathons.
Learn more →Technical Arsenal
PyTorch, ONNX Runtime, AIMET-ONNX, Quantization (INT8/INT4), LangChain, Knowledge Graphs, and large-scale data pipelines.
View competencies →Open to research dialogues & technical collaborations
Based in Morningside Heights, New York. Interested in discussing Edge AI optimization, Quantization with AIMET/ONNX, Multi-modal systems, or AI education.