Antaripa Saha
Building at SpecStory
Bengaluru, Karnataka, India
Summary
🤩
Rockstar🎓
Top SchoolAntaripa Saha is an Applied AI consultant and backend-focused engineer with six years of experience building AI-native products at the intersection of LLMs, agent frameworks, memory systems, and retrieval/evaluation pipelines. He has led NLP and search initiatives that scaled candidate matching across 100M+ profiles and built end-to-end ML workflows for text-to-SQL, semantic caching, and benchmarking. As a core contributor to the open-source agno agent framework, he implemented content-creator agent workflows that automate blog analysis and multi-platform social posting, demonstrating practical integrations with third-party APIs. Based in Bengaluru, he combines research-rooted rigor from projects at IISc and industry experience at SproutsAI and Cimba.ai to ship production-grade AI systems. Notably, he pairs hands-on Python backend development with a product-first mindset—turning intent and retrieval architecture into tangible automation for startups.
6 years of coding experience
4 years of employment as a software developer
CBSE, CBSE at Hindi Higher Secondary SchoolICSE, ICSE at Holy Cross School AgartalaBachelor of Technology - BTech Electrical Engineering, Bachelor of Technology - BTech Electrical Engineering at National Institute of Technology Agartala
English, Bengali, Hindi
Github Skills (12)
work-flow10
openai-api10
agent10
develop10
pydantic10
workflow-engine10
python10
api9
apim9
web-framework8
app-framework8
application-framework8
Programming languages (5)
Github contributions (5)
agno-agi/agno
Dec 2024 - Mar 2025
A lightweight library for building Multimodal Agents. Use it to give LLMs superpowers like memory, knowledge, tools and reasoning.
Role in this project:
Backend Developer
Backend DeveloperContributions:9 reviews, 16 PRs, 93 pushes in 3 months
Contributions summary:Antaripa primarily contributes to building the Content Creator Agent Workflow, automating social media content creation. Their work involves implementing agents for blog analysis, Twitter thread planning, and LinkedIn post planning. The user's contributions encompass defining data models, building a workflow to orchestrate these agents, and integrating them to generate, schedule, and publish content based on blog posts. This work demonstrates a focus on Python-based backend development and integration with third-party APIs.
python-librarypythondatadata-sciencellmops
Itz-Antaripa/daily_learnings
Oct 2020 - Feb 2021
Contributions:90 commits, 88 pushes, 1 branch in 4 months
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