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MUNI CHARAN SINGAMALA
Mid-level Data Analyst/Data Engineer specializing in SQL, ETL pipelines, and BI dashboards
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Built and supported a production analytics backend (Python, PostgreSQL/Teradata, Airflow) powering KPI/reporting dashboards, and resolved peak-time latency/timeouts through systematic SQL tuning (EXPLAIN ANALYZE, indexing, query rewrites, pre-aggregations). Also shipped an applied AI-style feature that generates plain-language report summaries from pre-computed metrics with validation, monitoring, and fallback to manual review.
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Key Strengths
- Diagnoses and fixes SQL performance bottlenecks using logs and EXPLAIN ANALYZE
- Improves dashboard/API latency via indexing, query rewrites, and pre-aggregation
- Builds reliable multi-step data workflows with validation, retries, and escalation rules
- Implements production guardrails for AI-generated reporting (validation, fallbacks, audit logging)
- Maintains clean, testable Python codebases (modular structure, typing, pinned deps, pytest)
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