Projects
A selection of work across backend, data/ML, and systems.
AI Humanizer
Experimental NLP pipeline for fine-tuning language models to produce more natural, 'human-like' text patterns.
NEPSE Data Report
Automated financial reporting tool generating technical analysis summaries from raw NEPSE market data.
NEPSE-Edge
High-frequency NEPSE market analysis engine — ingests 81M+ trade records with sub-second Redis-cached queries; backtested strategies from −40% to +108% ROI.
BusMan-KU: Smart Commute
Official centralized transport portal for Kathmandu University — transitioning thousands of students from physical cards to digital QR passes.
Java-Next DevOps Lab
Reference architecture for modern Java/Next.js microservices with automated multi-stage Dockerized CI/CD.
CV Builder
Automated CV generation tool creating professional PDFs from YAML data with dynamic DevOps/ML profile switching.
ColorRize
AI-powered image colorization tool using Convolutional Neural Networks to restore color to grayscale photos.
NEPSE Research & Algorithm
Core algorithmic research for NEPSE-Edge, focusing on gap healing and sequence analysis of stock floorsheet data.
sortPhoto
Python toolkit for organizing chaotic photo and video libraries by date with duplicate cleanup utilities.
Drug-Protein Interaction
Machine learning model predicting binding affinity between drug molecules and target proteins.
JB-Website: Corporate Infrastructure
Production infrastructure for Joshi & Bhandary — a prestigious multidisciplinary firm with 50 years of excellence in Nepal.
SwipeShop: TikTok-like E-commerce
TikTok-inspired e-commerce app featuring a hybrid recommendation engine merging collaborative and context-based signals.
Selecto: Container Optimization
Minimized container attack surfaces and achieved 60% image size reduction with 4x CI/CD speed improvement via multi-stage builds.
ProjectBlueSky: Environmental Tech
Hackathon-born AQI detection platform featuring real-time tracking, predictive modeling, and community forums.
Thread Management Simulation
Simulation of OS thread scheduling algorithms (Round Robin, Priority, FCFS) for performance comparison.
FVM Poisson Equation
Numerical solver for the Poisson Equation using the Finite Volume Method for scientific approximations.
OS Memory Management
Low-level simulation of OS paging and segmentation strategies for efficient memory allocation.
Enterprise DevOps Lab
Production-grade GitOps homelab running since 2023 — self-hosting 10+ services (Grafana, Vault, ArgoCD, Gitea) on K3s with GitOps-driven deployments and automated DR.
Infra-Playground: Multi-Cloud IaC
Scalable cloud infrastructure lab for testing multi-region deployment patterns via modular Terraform templates.
TourPal
Early-stage full-stack travel platform for discovering and booking curated local tours.
LibMan
Foundational C++ library management system using structured file storage and efficient search algorithms.