Machine Learning Projects

Detailed showcase of innovative AI and machine learning solutions

AI & Multimodal

AI-Based Multimodal Reel Classification

Intelligent content classification system for Instagram reels using multimodal AI approaches, processing both audio transcripts and visual captions.

Whisper API Gemini API FAISS Python
94% Accuracy
10K+ Reels Processed
NLP & Language

Address Standardization using IndicBART

Sophisticated address parsing system for Indian addresses supporting multiple languages using fine-tuned IndicBART models.

IndicBART LoRA PyTorch Hugging Face
92% Accuracy
1M+ Addresses
Medical AI

EEG Classification System

Advanced computer vision models for EEG signal classification using CNN architectures to analyze brain activity patterns.

PyTorch CNN OpenCV NumPy
89% Accuracy
500+ Patients
LLM

Customer 360 Dashboard with RAG

Intelligent customer analytics dashboard using RAG technology for comprehensive insights and natural language queries.

LangChain GPT-4 Pinecone Streamlit
75% Faster Queries
1B+ Records
Finance

Lead Prioritization with CatBoost

ML system for financial lead prioritization using gradient boosting algorithms to predict conversion probability.

CatBoost Python Pandas MLflow
3.7x Lift
$2M+ Revenue
Industry

Tablet Inspection System

Automated visual inspection system for pharmaceutical tablets using deep learning and computer vision technology.

PyTorch OpenCV CUDA TensorRT
39% Faster
65% Cost Reduction

Interested in Collaboration?

I'm always excited to work on innovative machine learning projects and explore new challenges in AI.