Engineering Projects & Case Studies
Detailed technical breakdown of all signature, high-impact, and open-source builds across machine learning, backend architecture, and data engineering.
BHASABODH — AI Translation & QA System
Bidirectional Devanagari ↔ Romanized Nepali Transformer Pipeline
Fine-tuned custom BLOOM and BERT transformer variants to translate Romanized Nepali into formal Devanagari. Built a BLEU-evaluated inference optimization pipeline and integrated the model into a FastAPI web interface with interactive QA capability.
EDUHUB Global Education Portal
Production University & Scholarship Discovery Platform
Designed, built, and deployed a live Django 4.2 SaaS application helping students discover international universities and scholarships. Hosted on VPS with PostgreSQL, Nginx, Uvicorn, and comprehensive SEO optimization.
Heart Disease Prediction System
Clinical Parameter ML Classification Dashboard
Developed an ML risk assessment application using scikit-learn classification algorithms to evaluate clinical patient parameters. Deployed live with an interactive Streamlit frontend for real-time risk predictions.
Automated ETL & Data Orchestration Pipeline
Apache Airflow & MinIO Object Storage Workflow
Architected and executed automated ETL DAG pipelines using Apache Airflow. Integrated MinIO for object storage and Docker for containerized task execution to automate real-time data extraction and processing.
E-Commerce Product Aggregator
Multi-Platform Price Intelligence & Comparison Platform
Built a full-stack e-commerce aggregator enabling users to search, track historical price trends, and compare products across major platforms. Implemented automated price tracking via web scraping engines.
Daraz E-Commerce Web Scraper
Automated Product Data Extractor & Pipeline
Developed an automated scraping tool using Selenium and Requests to extract dynamic product listings, prices, user ratings, and details from Daraz, generating structured dataset outputs with Pandas.
Social Media Full-Stack Application
Django Social Network with Real-Time Interactions
Created a full-featured social platform supporting user authentication, status and media posts, real-time comments, likes/unlikes, and follower graph management.
Flutter-Firebase Blog Application
Cross-Platform Mobile App with Real-Time Data Sync
Built a mobile blog application utilizing Flutter for cross-platform UI, paired with Firebase Authentication and Cloud Firestore for real-time document CRUD operations.