K N O W L E D G E B A S E
A B O U T
Hey 👋🏼 I'm Avijit — AI/ML Researcher. Bridging the gap between AI and real-world impact. Based in Taipei with a Master's from National Taiwan University (NTU), my greatest strength lies in R&D: taking cutting-edge concepts and turning them into applied logic. I specialize in solving complex challenges through AI/ML, Generative AI, and LLMs.
From building multimodal systems and RAG pipelines to exploring 3D Gaussian Splatting, my mind is always wired to ask one question: How can I use this to solve real-world problems? Because I believe in tech that actually helps people, I am deeply committed to ensuring the AI I build is ethical, safe, and responsible.
Beyond the screen, I find my balance in extremes: boxing 🥊, cycling 🚴, deep meditation, and navigating the nuances of Mandarin 中文.
T R A I N I N G · H I S T O R Y
E D U C A T I O N
E X P E R I E N C E
P R O J E C T S
01
Intent Reasoning
Entity-guided reasoning combining NER extraction, entity graphs & chain-of-thought to cut API costs.
3D Vision · AI Art
● ONGOING
Building a 3DGS pipeline from raw images to photorealistic scene reconstruction, with AI-driven neural style transfer.
ADHD Assistance
Multimodal LLM home assistant using CLIP for clutter detection & LLM reasoning for actionable steps.
04
VR Haptic Realism
EMS + Air-jet haptic VR system for realistic force feedback in virtual sport. Published CHI 2024.
3D Pose Lifting
Optimal 3D pose selection from 2D keypoint predictions using Transformer & Keypoint Detection.
Robotics & CV
Autonomous indoor delivery robot for COVID-19 quarantine facilities with gesture recognition & contactless operation.
P U B L I C A T I O N S
ACM CHI Conference on Human Factors in Computing Systems · 2024
Antagonistic muscle-pair EMS stimulation for realistic force feedback in immersive VR sport experiences.
Machine Vision & Applications (MVA) · 2023
Disaster image classification via multi-scale feature extraction & EMA attention for accurate risk assessment.
IP India Patent · No. 362391 · 2021
Multi-sensor IoT system to detect and avert elephant–railway track accidents using radar & camera fusion.
International Journal of Modern Agriculture (IJMA) · 2020
GA-driven feature selection combined with Random Forest regression to predict district-level rice yield from satellite & meteorological data.
B E Y O N D T H E L A B
Competing and training with NTU's rugby squad — tackling hard on and off the field.
Contact Sport · TeamworkLong-distance cycling across Malaysia and running NatGeo's half-marathon in Taipei.
Endurance · OutdoorsBuilt an IoT-based automation prototype that ranked as a national finalist at IIT Bombay.
National FinalistHandled visual content and storytelling for NTU's International Students Association events.
Content · CommunityM Y W R I T E S
I'm putting together my thoughts on AI, 3D vision, research life in Taipei, and everything in between. Check back soon.
⏳ COMING SOONG E T I N T O U C H
Whether it's a research collab, full-time role, or just a cool conversation about AI — my inbox is always open.