Selected Work
Real projects, real results. These are anonymized summaries — reach out for deeper technical details.
RAG Knowledge Assistant
Problem: A knowledge-heavy product needed grounded answers with long-term memory and low hallucination risk.
Solution: RAG with vector DB memory, tool calling, and production guardrails.
- Ingestion + retrieval + reranking for reliability
- Evaluation hooks for quality and regression control
- Secure access patterns and operational guardrails
Agentic Content Automation
Problem: Repeatable outputs needed structure, consistency, and review — without sacrificing speed.
Solution: Multi-step agent workflows with iterative review loops, policies, and quality checks.
- Measurable acceptance criteria and quality checks
- Cost/latency controls + observability
- Human-in-the-loop review where it matters
Full-Stack Mobile App
Problem: Ship a real-world app while keeping UX fast, releases reliable, and systems secure.
Solution: Mobile delivery paired with secure backend services, monitoring, and performance tuning.
- Modern app architecture + release pipeline
- Robust backend APIs and operational monitoring
- Performance tuning and reliability safeguards
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