Case Studies

Selected Work

Real projects, real results. These are anonymized summaries — reach out for deeper technical details.

RAG • Tool Calling • Vector DB

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
Agents • Automation • LLMOps

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
Mobile • Backend • Production

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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