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Lincoln Chanakira
Mid-level Data Scientist specializing in cloud analytics and applied AI systems
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Hands-on backend engineer with practical experience improving latency in Django-based API systems by fixing missing indexes and eliminating N+1 queries. Also built an AI scheduling system using FastAPI, a relational database, AI/ML workflows, and an operational reporting dashboard, with a clear bias toward correctness and maintainable architecture.
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Key Strengths
- Application and database performance tuning in Django/PostgreSQL/MySQL systems
- Identifying and fixing latency bottlenecks through indexing and query optimization
- Reducing N+1 queries using select_related
- Monitoring API response times, query counts, and CPU spikes to diagnose issues
- Built an AI scheduling system with FastAPI, relational DB, and reporting dashboard
- Prioritizes correctness over raw speed in system design
- Uses clear API boundaries and centralized data architecture for consistency
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