Touch chart scrubbing · range filters · keyboard inspection · capability nodes · project search
Telemetry drill-down
| Signal | Interpretation | Deep link |
|---|---|---|
| Contribution velocity | Weekly delivery intensity across rolling 52-week window | Contribution history |
| Merged pull requests | Changes accepted into owned and external repositories | Merged work |
| Open pull requests | Active review and integration surface | Review queue |
| Language distribution | Primary language across owned, non-fork repositories | Source index |
I build production-minded AI and full-stack systems: model-backed workflows, resilient APIs, usable interfaces, cloud delivery, and security-conscious operations. My standard is software that can move beyond a demonstration and survive real users, constraints, and maintenance.
| System layer | Operational depth |
|---|---|
| Applied AI | LLM systems, prompt engineering, vector retrieval, computer vision, model evaluation |
| Backend systems | Python, Django, FastAPI, Flask, asynchronous workflows, REST APIs |
| Product engineering | React, TypeScript, accessible interfaces, data-heavy dashboards |
| Platform & data | Cloudflare, AWS, Docker, PostgreSQL, MongoDB, Redis, Supabase |
| Security & reliability | Network fundamentals, defensive analysis, authorization boundaries, operational verification |
| System | Engineering evidence |
|---|---|
| TPO | Multi-role placement platform with authorization boundaries, operational workflows, responsive interfaces, and production deployment |
| KETPORT | React and TypeScript portfolio system with component discipline, motion design, accessibility, and automated delivery |
| Chikitsamedha | Privacy-first medicine safety analysis with explainable interaction checks and profile-based risk scoring |
| Plant Disease Recognition | PyTorch computer vision with bilingual workflows, report generation, environmental context, and offline-ready operation |
Research signal → system design → measurable implementation → adversarial review → production verification
- Design interfaces around user decisions, not feature inventory.
- Treat observability, failure handling, and access control as product behavior.
- Connect research claims to reproducible artifacts and measurable outcomes.
- Prefer maintainable systems over impressive but fragile demonstrations.
| GitHub signal | Evidence |
|---|---|
| Pull Shark ×2 | Repeated pull-request collaboration and merged-change history |
| Pair Extraordinaire | Credited co-authored engineering work |
| Quickdraw | Fast issue-to-resolution execution |
| YOLO | Direct merge ownership where appropriate |



