About
Aishik Bandyopadhyay
Peer-reviewed FPGA edge inference (IEEE ISVLSI 2026), multi-agent LLM orchestration, and algorithmic fairness systems — research-grade AI shipped end to end.
Skills
- Languages
- PythonSQLJavaScript
- AI & Systems
- TensorFlowPyTorchNeural NetworksRAGCAGAutonomous AgentsPrompt ChainingTool Calling
- AI Ethics & Fairness
- AIF360fairlearnBias AuditingNIST AI RMFEU AI ActBMASTOPSIS
- Edge AI & Hardware
- FPGA (Xilinx ZCU104)Vitis AIDPU (DPUCZDX8G)INT8 QuantizationModel Optimization
- Tools & Infra
- LangChainHuggingFaceW&BNeo4jGitFlaskSQLiteCeleryDocker
Education
Indian Institute of Technology Madras
B.S. in Data Science
7.98 CGPA
Expected Dec 2027
Techno International New Town
B.Tech in Computer Science & Engineering
8.2 CGPA
Expected July 2027
Achievements
IEEE ISVLSI 2026 — Full Paper Accepted
First peer-reviewed YOLOv11 DPU deployment; research internship at University of Calcutta A.K. Choudhury School of IT.
IIT Madras Kaggle — macro-F1 0.95
"Messy Mashups" music genre classification competition using a custom deep learning ensemble.
Smart India Hackathon 2023 & 2024
Two consecutive years in India's largest national hackathon; 36-hour software builds for government problem statements.
GDG Solution Challenge 2025
Built and submitted a Financial Research NLP Agent as part of a team in the Google Developer Groups competition.