PROJECT_01
Pulsar Star Detection as a Service
99% Accuracy · ROC-AUC 0.973
Cloud-deployed ML service using FastAPI + LightGBM to classify pulsar candidates from telescope features. Microservices for ingestion, preprocessing, inference & storage with Streamlit dashboard supporting batch predictions and SHAP interpretability.
FastAPI
LightGBM
Streamlit
Docker
AWS EC2
PostgreSQL
Optuna
SMOTE
PROJECT_02
Cross-lingual Sentiment Analysis
Zero-shot & Fine-tuned Transfer Learning
Multilingual emotion-classification workflows using mBERT, XLM-R, and XLNet. Evaluated across multi-domain datasets (GoEmotions, Amazon Reviews, MasakhaNER) with benchmarking pipelines and optimized tokenization strategies.
PyTorch
HuggingFace
mBERT
XLM-R
XLNet
Scikit-learn
PROJECT_03
Chest X-Ray Classification CNN
AUC 0.99 COVID · 0.98 Pneumonia · 0.97 Normal
CNN models to classify X-rays into COVID-19, Pneumonia, and Normal categories. Applied data augmentation, EDA, and GPU-accelerated training to reduce overfitting on imbalanced datasets.
TensorFlow
Keras
OpenCV
CNN
PROJECT_04
Blockchain Academic Record System
Decentralized · Tamper-proof · Role-based Access
Three-layer distributed architecture for secure student certificate management using Ethereum smart contracts. Full-stack interface with authentication, role-based flows, and fault-tolerant consensus mechanisms.
Solidity
Ethereum
Node.js
JavaScript
HTML/CSS
PROJECT_05
College Clubs Enrollment System
Multi-role · SQL-backed · Server-side Validated
Multi-role web system (students, moderators, admins) enabling secure enrollment, club creation, and activity tracking with server-side form validation and SQL persistence.
PHP
SQL
JavaScript