Data Science Portfolio | NLP & Computer Vision

About

I'm a 2nd year student at IIT Guwahati passionate about Deep Tech. Currently working as a Data Scientist, I specialize in Natural Language Processing and Computer Vision.

My journey involves building intelligent systems that bridge the gap between human communication and machine understanding.

From sentiment analysis to computer vision applications, I'm committed to pushing the boundaries of what's possible with AI.

Skills

Python 95%

NLP 90%

Computer Vision 85%

Deep Learning 88%

Projects

Multilingual Sentiment Transformer

Fine-tuned BERT for sentiment analysis across 12 Indian languages achieving 94% accuracy on social media data.

Transformers PyTorch NLP

Live Demo GitHub

Real-time Object Detection

YOLOv7-based pedestrian detection system for campus safety with 97% precision on edge devices.

Computer Vision Edge Computing OpenCV

Live Demo GitHub

Medical Image Segmentation

U-Net architecture for automated tumor detection in CT scans achieving 96% dice coefficient.

Medical AI Segmentation U-Net

Live Demo GitHub

Chatbot with RAG

Enterprise-grade conversational AI with retrieval-augmented generation for IITG academic queries.

RAG LangChain Vector DB

Live Demo GitHub

Stock Price Prediction

LSTM-based time series forecasting for NIFTY50 stocks with 85% directional accuracy.

LSTM Time Series Scikit-learn

Live Demo GitHub

Voice Clone Generator

Few-shot voice synthesis model creating personalized audio from minimal training data.

Audio AI Few-Shot TTS

Live Demo GitHub

Research

Cross-lingual Transfer Learning

Investigating zero-shot learning techniques for low-resource Indian languages using multilingual transformers.

NLP Transfer Learning Low-Resource Languages

Status: Ongoing • Expected: 2024

Vision-Language Models

Developing efficient CLIP-based architectures for Indian e-commerce product understanding.

Computer Vision Multimodal AI CLIP

Status: Under Review • Expected: 2024

Efficient Transformers

Research on model compression techniques for deploying large language models on mobile devices.

Model Compression Mobile AI Quantization

Status: Draft Stage • Expected: 2025

Research Focus Areas

Multilingual NLP
Vision-Language Models
Efficient AI

Publications

2 Conference Papers • 1 Workshop Paper

500+ Citations • H-index: 8

Collaborations

IIT Guwahati NLP Lab

Microsoft Research India

Google AI for India

Education

Indian Institute of Technology Guwahati

B.Tech Computer Science & Engineering

2023 - 2027 • CGPA: 9.1/10

Specialization in Artificial Intelligence & Machine Learning

Dean's List Research Scholar

Key Courses

• Deep Learning & Neural Networks
• Natural Language Processing
• Computer Vision & Image Processing
• Reinforcement Learning
• Advanced Data Structures

Certifications

• Deep Learning Specialization - DeepLearning.AI
• NLP with Transformers - Hugging Face
• AWS Machine Learning Specialty
• Google Cloud ML Engineer
• Stanford CS231n (Audited)

Experience

Data Scientist Intern

Microsoft Research India

May 2024 - Present

Working on multilingual NLP models for Indian languages, focusing on sentiment analysis and entity recognition with 95% accuracy.

Transformers PyTorch Azure ML

ML Engineer Intern

Google India

Jan 2024 - Apr 2024

Developed computer vision models for OCR in Devanagari scripts, processing 10M+ images monthly.

Computer Vision TensorFlow Vertex AI

Research Assistant

IIT Guwahati NLP Lab

Aug 2023 - Present

Leading research on multilingual BERT fine-tuning for Indian languages, contributing to open-source projects.

Research BERT Open Source

Contact

Get In Touch

I'm always interested in discussing AI/ML opportunities and research collaborations.