My Work
All Projects
A collection of web apps, data pipelines, and ML projects. Filter by role, technology, or search for something specific.
Showing 8 of 8 projects
Geospatial Revenue Analytics
End-to-end analytics pipeline converting raw QuickBooks exports into geospatial and time-series analysis, deriving sales territories and revenue insights.
- •65% high-confidence customer geolocation coverage
- •Derived 6 sales territories capturing 75% of revenue
Job Ledger
A full-stack job application tracking platform with user-scoped CRUD, analytics dashboards, and external job-feed ingestion.
- •Full-stack job tracking platform with JWT authentication
- •Analytics dashboards improving organization efficiency by 25-40%
Brain Tumor Detection (YOLOv8)
Medical imaging object detection system using YOLOv8 for brain tumor detection, achieving 0.905 mAP@50 with reproducible training pipelines.
- •Achieved mAP@50 = 0.905, IoU = 0.73, pixel accuracy = 0.91
- •Diagnosed dataset-label mismatch and reframed the problem
Seven Lines Corporate Website
Modern, responsive corporate website for a logistics company built with Next.js App Router, featuring mobile-first design and optimized performance.
- •Modern responsive corporate website with Next.js App Router
- •Mobile-first layout with optimized asset loading
HandyHub
A community-driven Q&A platform with user authentication, voting, rewards, and threaded discussions supporting 50K+ monthly active users.
- •Community Q&A platform with 50K+ monthly active users
- •Authentication, voting, rewards, and threaded discussions
Housing Price Drivers Analysis
Urban data science study analyzing how school quality and crime rates influence housing prices, achieving 95% F1-score with Random Forest models.
- •Led 6-person team analyzing 30K+ records
- •Achieved 95% F1-score for price-category prediction
Lux Dentistry Website
Production website for a dental practice featuring mobile-first responsive layouts, clear service hierarchy, and performance optimizations.
- •Production website for live dental practice
- •Mobile-first responsive layouts with accessibility focus
Machine Learning From Scratch
Complete ML algorithms implemented from first principles using pure NumPy, including KNN, logistic regression, and neural networks with manual optimization.
- •KNN, logistic regression, and neural networks from first principles
- •Manual cross-validation and regularization implementation