SaiCharan Reddy
Python Backend & Automation Developer | Data Solutions
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Built an end-to-end business intelligence dashboard that converts raw, fragmented transaction and operations data into actionable strategic insights. Cleaned and normalized messy spreadsheets using SQL and Python, designed optimized data models, and implemented advanced dynamic measures to track KPIs, margins, and customer trends. The final dashboard features intuitive slicers, drill-through capabilities, and automated visual reporting, enabling non-technical stakeholders to make data-backed decisions effortlessly.
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Autonomous AI Agent for Telemetry Root Cause Analysis (RCA): Designed and built an intelligent diagnostic agent using Python, FastAPI, and agentic workflows to autonomously analyze distributed system logs and telemetry data during service incidents. The system maps microservice dependencies to trace cascading failures, filters out alert noise, and isolates the true failure origin node in seconds. By translating raw telemetry and service graphs into concise, actionable post-mortem summaries, it significantly cuts Mean Time to Resolution (MTTR) and automates complex incident triage without requiring manual log sifting.
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