Image Classification Using Deep Learning
CNN project with data augmentation, transfer learning, model training, evaluation, and hyperparameter tuning.
Selected Projects
Backend systems, AI platforms, and practical tools.
These projects emphasize clean APIs, modular services, testing, deployment, and applied machine learning.
2025 - 2026
HeuriGuard - AI Cybersecurity Platform
HeuriGuard is a multi-module threat detection platform for malicious URLs, phishing links, and SMS spam classification. I led backend development, implemented modular REST APIs, engineered feature pipelines, optimized processing for latency and reliability, and maintained deployment scripts for Docker-based releases.
- Hybrid rule-based and machine learning detection for URL and SMS safety.
- Feature extraction for URL structure, domain characteristics, and text signals.
- Production deployment with a custom domain and real-time predictions.
2026
RAG-Based Customer Support Assistant
A retrieval-augmented assistant focused on reliable document ingestion, retrieval, routing, fallback handling, and graceful degradation for edge cases. The project strengthened my work with agentic AI workflows and maintainable AI application architecture.
- Modular document ingestion and retrieval pipeline.
- Routing and fallback mechanisms for uncertain queries.
- Maintainable design for production-style customer support flows.
Backend API
FastAPI Food Delivery Backend
A real-world backend application that manages menu operations, customer orders, cart workflows, and checkout processing. It simulates common food delivery platform features while keeping the API clean, validated, and easy to test.
- Menu CRUD, cart updates, checkout workflow, and order processing.
- Case-insensitive search, sorting, pagination, and combined browse endpoint.
- Pydantic validation and Swagger UI API testing.
Machine Learning
Malicious URL Detection Web Application
A deployed web application that detects malicious URLs with 95%+ accuracy using machine learning classifiers and a feature extraction pipeline for URL patterns, domain characteristics, and behavioral indicators.
- Real-time URL safety verification through a web interface.
- Detailed classification reports for safer browsing decisions.
- Cloud deployment for public access and practical use.
IGNITE HACK 2024
Text-to-Image Generation Using Stable Diffusion
A generative AI web application that converts text prompts into high-quality images. The generation pipeline was optimized with efficient preprocessing and caching, reducing latency by 40%.
- Secured 3rd place at IGNITE HACK 2024 among 50+ teams.
- Focused on prompt-to-image quality and generation speed.
- Showcased applied deep learning in a creative workflow.
More Projects
Additional engineering practice.
Online Mock Test Application
Java Swing application with automated grading, real-time analytics, timer functionality, and a question database.
YouTube Video Downloader
Python Tkinter desktop application supporting multi-quality downloads with progress tracking and error handling.