Final year BSc Computer Science & Mathematics student building production-grade systems through KSDRILL-SA and GrowthCore-Solutions. I work across full-stack web, AI integration, and enterprise automation — dual-framework depending on the problem type, design-complete before any code is written, one system at a time.
| Organization | Role | Focus | |
|---|---|---|---|
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KSDRILL-SA | Founder & Principal Engineer | AI Systems · Fintech · SaaS · EdTech · GovTech · Enterprise Automation |
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GrowthCore-Solutions | Co-Founder | Web Development · Digital Marketing · Customer Acquisition · Analytics |
Stack is assigned by problem type before build begins — not by preference. Each column below represents a locked architecture decision.
| Layer |  Next.js Stack |
 Angular + FastAPI Stack |
|---|---|---|
| Use When | Content-driven · SEO-critical · Full-stack unified codebase | Enterprise dashboards · Financial precision · AI/ML pipelines |
| Languages |   |
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| Frontend |     |
   |
| Backend |   |
  |
| Auth |  Database sessions · HttpOnly cookie |
 HttpOnly refresh · Memory access token |
| Relational DB |    |
|
| Document DB | — |   |
| Vector DB | — |  |
| AI / ML | — |  RAG Pipelines |
| State |   |
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| Forms & Validation |   |
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| Jobs & Queues |   |
|
| Security |  HttpOnly cookies · Progressive delay |
RS256 · Token rotation |
| Testing |     |
Angular utilities · |
| Coverage |    |
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| Frontend Deploy |  |
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| Backend Deploy | -000000?style=flat-square&logo=vercel&logoColor=white){kind=icon} |
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| CI/CD |   |
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| Observability |    |
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| Principle | Detail |
|---|---|
| Design before code | Architecture, user flows, database schema, and interface designs are finalized before any code is written. |
| Sequential development | One system at a time. No forward dependencies. Phase 0 → Phase 1 → Phase 2 → Phase 3, in order. |
| Controlled failure | Systems fail. The goal is failures that are predictable, traceable, and debuggable — not perfect systems that no one understands. |
| Stack by problem type | Framework is assigned by problem type and locked via an architecture decision record. Not debated per project. |
| Observability from day one | Sentry, Better Stack, and Prometheus are wired in at Phase 0, not added later when something breaks. |
| Industry | Capability |
|---|---|
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Payment processing · Savings enforcement · Banking systems · Fraud detection · Microfinance |
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Learning platforms · Student management · National funding aggregation |
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Digital governance · Citizen services · Community reporting infrastructure |
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Multi-tenant platforms · Subscription management · Analytics dashboards |
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RAG pipelines · LangChain agents · Prediction engines · Recommendation systems |
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Workflow automation · Internal tooling · Data visualization · Compliance systems |
Roles: Full-stack · Backend · AI/ML · Systems Architecture
Industries: Fintech · Healthcare · EdTech · SaaS · GovTech · AI
Collaboration: Open source · Partnerships · Social impact projects
The sky is the limit — KSDRILL SA