π Hi, I'm Vishnu Prasad M
π Computer Science & Engineering student at PES University, Bengaluru (2027) π‘ Passionate about building real-time data systems and applied machine learning π Exploring Distributed Systems, Stream Processing, and Computer Vision
π§ About Me β‘ Building event-driven pipelines with Apache Kafka and PySpark Structured Streaming π₯οΈ Designing distributed systems: file systems, worker pipelines, fault tolerance π€ Working on deep learning and computer vision (PyTorch, OpenCV) π Developing backend services with FastAPI, PostgreSQL, and Redis π³ Containerizing everything with Docker π― Current Focus Stream processing and real-time analytics Fraud detection and model drift monitoring Fault-tolerant distributed architectures Backend and data engineering π οΈ Tech Arsenal π» Programming Languages
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π Data & Streaming
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βοΈ Backend
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π€ AI & Machine Learning
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π§° Tools & Platforms
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π Featured Projects Project What it does Stack Real-Time Telemetry & Metric Aggregator Streams multi-node server metrics through Kafka, computes rolling P95 latency with 30s windows and watermarking, and alerts on thresholds Kafka, PySpark, PostgreSQL, Docker Distributed Image Processing Pipeline Tiles large images into chunks, processes them in parallel across Kafka workers, and reassembles the output Kafka, FastAPI, OpenCV, Redis, Docker Mini-UnionFS Distributed file system with a unified interface across multiple storage nodes and fault-tolerant storage Python, FastAPI, PostgreSQL, Docker Video KYC Fraud Detection Deep learning fraud detection with concept and feature drift monitoring (ADWIN, PSI, KS-test, MMD) PyTorch, OpenCV, Python π« Connect With Me
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