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{ "id": "1", "data": "stream" }

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{ "id": "3", "data": "stream" }

{ "id": "4", "data": "stream" }

{ "id": "5", "data": "stream" }

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{ "id": "9", "data": "stream" }

Public Code. Public Good.

AnkTechSol's contribution to the global research community. Explore our libraries, tools, and datasets.

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Our Projects

Open-source tools from the AnkTechSol ecosystem.

Satya AI

GitHub

Lightweight platform for managing autonomous AI agents in real-time. Includes a Streamlit dashboard and Python SDK to track tasks, monitor progress, and build knowledge bases.

PythonMIT License

View Repository →

SarvaData MCP

GitHub

Production-ready MCP server for data operations — ingest, clean, and report datasets using pandas. Features schema validation, format conversion, and Snowflake integration.

PythonMIT License

View Repository →

ankiGPT-small

HuggingFace

Conversational AI model fine-tuned from Microsoft DialoGPT-small for Indian contexts. Supports English and Hinglish with 124M parameters.

NLP124M params

Explore on HuggingFace →

Free Resources

Guides for developers and open-source contributors.

Handbook

Open Source Contribution Handbook

PR best practices, community guidelines, licensing, and how to make your first contribution.

Career Guide

Deep Tech Career Roadmap 2026

Career paths in AI/ML, IoT, Cloud, and Systems engineering with skills and salary benchmarks.