— INTERACTIVE PORTFOLIO —
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PROJECTS
Personal and open-source projects spanning cloud architecture, AI/ML, and full-stack development.
Serverless platform that generates demo videos from GitHub repos. Submit a repo, get AI suggestions, upload clips — out comes a polished demo.
- 18 microservices, event-driven architecture
- Gemini AI codebase analysis for demo suggestions
- Async video processing with FFmpeg stitching
5 merged PRs to an open-source AI research platform with 1000+ stars. Full-stack contributions from FastAPI backend to React frontend.
- Web crawler with Firecrawl API + async fallback
- Luma events connector with OAuth
- Firecrawl v1 SDK migration with Pydantic validation
CS learning platform using Socratic questioning — asks rather than tells, with adaptive difficulty paths.
- Socratic method with adaptive learning paths
- Real-time progress tracking
- Personalized hints and feedback
Android travel app with Gemini AI itinerary generation, Firebase offline sync, and Google Maps routes.
- Gemini AI personalized itineraries
- Firebase auth + offline sync
- Group trip collaboration features
Ensemble fraud detection for job postings — 92% accuracy on 18k+ listings. Ironic to have on this portfolio.
- LR + MLP + Random Forest + SVM ensemble
- TF-IDF vectorization pipeline
- Real-time detection Flask app
Android recycling app — point camera at waste, get disposal instructions and nearest recycling centres.
- Gemini vision for waste classification
- Location-aware recycling routes
- Cost estimates for disposal methods
EXPERIENCE
3 years at IBM building enterprise systems and ML infrastructure, plus teaching grad students how computers actually work.
Led IBM Instana's first Business Process Monitoring product — POC to 500+ enterprise customers in 6 months.
- POC → production → 500+ customers in 6 months
- Resolved 15+ critical data sync issues
- Plugin architecture cut integration from 7 weeks to hours
Built ML evaluation infrastructure for IBM AIOps. Turned a full-day process into a one-hour automated pipeline.
- Validation time: 1 day → under 1 hour
- Containerized testing infra + Jenkins CI/CD
- Time-series dashboards for anomaly detection evaluation
TA for CS5600 Computer Systems — where grad students learn why their code was slower than they thought.
- Office hours for 100+ MS and PhD students
- OS, concurrency, memory management, distributed systems
- 15% improvement in assignment completion rates
Published deep-dive on Watson AIOps intelligent event grouping — reducing alert fatigue, surfacing root causes faster.
- Explains intelligent event grouping algorithms
- Architecture and real-world use cases