Featured Project
Face Authentication Attendance System
An end-to-end biometric attendance system using FaceNet embeddings and SVM classifier with live anti-spoofing detection. Detects printed photos, screen replays, and 3D masks using LBP texture analysis — achieving 99.4% recognition accuracy on the LFW dataset.
All Projects
LLM-Based Agentic AI HR Automation System
Multi-agent HR automation using LangChain and GPT-4. Automates resume screening, candidate ranking, interview scheduling, and onboarding workflows — reducing manual HR effort by 70%.
Bias Correction in NWP Temperature Forecasting
LSTM-based post-processing layer for NWP models. Learns non-linear, time-dependent bias patterns — 13% accuracy improvement. Published at IEEE ICRITO 2025.
Weather Prediction using Deep Learning
Stacked LSTM classifier for 8-category weather prediction from hourly meteorological time-series. 95.57% accuracy — 23% improvement over baseline ML models.
Mosquito Species ID — Zika Virus Detection
Ensemble CNN (VGG16 + ResNet50 + EfficientNetB3) for automated Aedes mosquito identification. Tackles class imbalance and inter-species similarity. Published at IEEE ICIPTM 2026.
Car Price Prediction
Regression model comparing Linear Regression, Random Forest, XGBoost, and Gradient Boosting for used car price estimation. Feature engineering on mileage, brand, fuel type, and transmission — R² of 0.92.
Inventory Management System
Web-based inventory tracking with real-time stock updates, low-stock alerts, supplier management, and purchase order generation. Flask backend with MySQL and role-based access control.
Sales Insight through Power BI and ETL
End-to-end sales analytics dashboard with automated ETL pipeline. Extracts from multiple sources, transforms via Python, loads into SQL Server, and visualises via interactive Power BI dashboards with real-time KPIs.
Text-to-Image Generation App
Streamlit application powered by Stable Diffusion for high-quality image synthesis from text prompts. Features style presets, negative prompt control, and batch generation with NSFW filtering.
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