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mSounak/README.md

Hi, I'm Sounak πŸ‘‹

Backend & Infrastructure Engineer @ Staple AI

🏠 Bengaluru, India

I design and build scalable AI-powered document intelligence systems β€” from high-throughput scanning pipelines to LLM-integrated backend infrastructure.

βš™οΈ What I work on:

  • Distributed systems for document ingestion and AI-driven processing at scale.
  • API design for complex data extraction and AI workflows.
  • Performance tuning, cost optimization, and production reliability.

πŸ› οΈ Tech:

Python β€’ Go (learning) β€’ Async systems β€’ Cloud-native infra β€’ Data pipelines β€’ LLM integrations

πŸš€ Key work:

  • Architected and shipped a production overhaul of our scanning pipeline.
  • Built an MCP server enabling LLMs to interact with Staple APIs directly.
  • Improved system reliability and consistency across AI-powered workflows.

πŸ“« LinkedIn

Pinned Loading

  1. Machine-translation Machine-translation Public

    Seq-to-Seq Transformer model for machine translation

    Jupyter Notebook 1

  2. targeted-sentiment-analysis targeted-sentiment-analysis Public

    Target-oriented sentiment classification aims at classifying sentiment polarities over individual opinion targets in a sentence.

    Jupyter Notebook

  3. kleur-GAN kleur-GAN Public

    Colourizing black and white images.

    Python 2

  4. nighteye nighteye Public

    Forked from rohankmr414/nighteye

    Prediction for crypto prices using LSTM layers

    Jupyter Notebook

  5. Food-Vision Food-Vision Public

    A Model to classify Food class based on Food101 Datasets

    Python 1

  6. Flutter-Calculator Flutter-Calculator Public

    This is a basic calculator made using flutter

    Dart