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  • Bangalore

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Ankan-Das/README.md

Hi, I’m Ankan 👋

I’m a Software Engineer (SDE 2) working at an AI startup in Bangalore.
I enjoy building backend systems, distributed architectures, and AI/ML projects that solve real problems.

🚀 What I’m Working On

  • Federated Learning Playground – exploring privacy-preserving ML with TensorFlow Federated.
  • Event-Driven Architectures – experimenting with Python + Kafka + FastAPI to design resilient systems.
  • Anomaly Detection Pipeline – real-time log monitoring with Prometheus & Grafana.
  • Low-Level Design Projects – BookMyShow clone, WhatsApp design, feature flag service, and more.

🛠️ Tech Stack

  • Languages: Python, JavaScript (Node.js), a bit of Java
  • Frameworks: FastAPI, Flask, TensorFlow, PyTorch
  • Databases: PostgreSQL, DynamoDB, Redis
  • Infra & Tools: AWS (Lambda, RDS, S3, CloudFront, ECS), Docker, Kubernetes, Prometheus, Grafana

📚 Current Learning

  • Federated Learning and Differential Privacy
  • Resilient distributed systems: consensus, partitioning, monitoring
  • Creative coding side projects: mixing art + AI

📈 GitHub Highlights

  • Pinned repos showcase projects on ML, distributed systems, and backend design.
  • I believe in learning by building — each repo documents part of my growth as an engineer.

🌍 Beyond Code

  • Passionate about travel (road trips, hiking, diving) and storytelling through code & visuals.
  • Running an Instagram page — Git Dragon 🐉 — where I share Python tips in <30s reels.

📫 Let’s Connect

Pinned Loading

  1. AegisFL AegisFL Public

    AegisFL is a cloud-native, privacy-preserving federated learning platform. It uses TensorFlow Federated, Differential Privacy, and Secure Aggregation to train models across decentralized clients, e…

    Jupyter Notebook

  2. StreamPulse StreamPulse Public

    Enterprise-Grade Real-Time Anomaly Detection System

    Jupyter Notebook

  3. Natural-Language-Processing Natural-Language-Processing Public

    UGP-1, IITK

    Jupyter Notebook

  4. login-system-backend login-system-backend Public

    Python