AI / ML ENGINEER  ·  NTU GRADUATE

Avijit
Balabantaray

K N O W L E D G E   B A S E

Skills & Expertise

−2.0
+2.0
+2.0
−2.0
AI / ML
Robotics & AR/VR
Deep Learning
Frameworks
Languages
Tools & Deploy

A B O U T

Avijit Balabantaray

Here is a little background

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.

LLMRAGAI Agents3DGSRoboticsAR/VR

T R A I N I N G  ·  H I S T O R Y

P R O J E C T S

Drag or scroll to explore →
Entity2Intent preview 01

Intent Reasoning

Entity2Intent-CoT

Entity-guided reasoning combining NER extraction, entity graphs & chain-of-thought to cut API costs.

LLMCoTNERGraph
View Project→
02

3D Vision · AI Art

3D Gaussian Splatting

● ONGOING

Building a 3DGS pipeline from raw images to photorealistic scene reconstruction, with AI-driven neural style transfer.

3DGSNeRFStyleTransferAI
View Project→
03

ADHD Assistance

HabiTidy

Multimodal LLM home assistant using CLIP for clutter detection & LLM reasoning for actionable steps.

MLLMCLIPvLLM
View Project→
Paired-EMS preview 04

VR Haptic Realism

Paired-EMS

EMS + Air-jet haptic VR system for realistic force feedback in virtual sport. Published CHI 2024.

VREMSHCICHI '24
View Project→
05

3D Pose Lifting

2D–3D Pose Estimation

Optimal 3D pose selection from 2D keypoint predictions using Transformer & Keypoint Detection.

TransformerCVPose
View Project→
06

Robotics & CV

Quarantine Delivery Robot

Autonomous indoor delivery robot for COVID-19 quarantine facilities with gesture recognition & contactless operation.

ROSOpenCVRoute
View Project→

P U B L I C A T I O N S

B E Y O N D   T H E   L A B

Researcher by day. Athlete always. 🏉
A few things outside the terminal that keep me grounded.
NTU Rugby · Cyclist · Scout
🎖️
National Honour · Scout Association of India
President Awardee
Highest scouting honour in India — awarded for outstanding discipline, leadership & community service.
Bharat Scout & Guides

M Y   W R I T E S

✍️
Blog posts are in the works

I'm putting together my thoughts on AI, 3D vision, research life in Taipei, and everything in between. Check back soon.

⏳ COMING SOON

G E T   I N   T O U C H

Open to opportunities
Let's build something interesting.

Whether it's a research collab, full-time role, or just a cool conversation about AI — my inbox is always open.

avijitbalabantaray5@gmail.com
✅ Email copied to clipboard!