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Rishitha Madipelli
Mid-level Software Engineer specializing in cloud-native distributed systems and streaming data
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About
Backend/product engineer with Tesla experience building and operating a real-time OTA update monitoring and fleet analytics platform at massive scale (telemetry from 3M+ vehicles). Delivered end-to-end systems across Kafka-based ingestion, TimescaleDB/Postgres analytics modeling, FastAPI/GraphQL APIs, and React/TypeScript dashboards, and handled production scaling incidents on AWS EKS during major rollout spikes.
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Key Strengths
- Shipped real-time OTA update monitoring/anomaly detection platform processing telemetry from ~3M vehicles
- Designed scalable event-driven ingestion pipeline with Kafka (partitioning, consumer parallelism, batching, async processing)
- Built resilient systems with idempotent consumers and replay-safe processing
- Strong API design for analytics workflows (FastAPI + GraphQL), including structured error handling
- Time-series/Postgres schema design and performance tuning using TimescaleDB hypertables, indexing, rollups, and pre-aggregations
- Delivered React + TypeScript dashboards optimized for large datasets with graceful handling of missing/partial data
- Hands-on AWS production operations on Kubernetes/EKS; scaled services during real traffic spikes using incremental rollout and monitoring
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