---
title: "Sandeep Singh - AI Engineer in Bengaluru | Tal"
description: "Meet Sandeep Singh, AI Engineer | Built Samagra • 10k+ Downloads | Ex-Research Intern @IIT Kharagpur | LLMs, Agentic Workflows & SDKs based in Bengaluru. AI stack includes aistudio, claude code, and claude. Explore public work links including github."
image: "https://tal.club/meet/sandeep-singh-10/share-image"
---

# Sandeep Singh on Tal

## Headline

AI Engineer \| Built Samagra • 10k\+ Downloads \| Ex\-Research Intern @IIT Kharagpur \| LLMs, Agentic Workflows & SDKs

## About

AI Engineer & Full\-Stack Developer focused on building production\-grade, scalable systems\. I don't just run models; I engineer the infrastructure around them to solve real\-world problems\. My work lies at the intersection of Agentic AI, System Architecture, and Full\-Stack Engineering: \- Production AI Systems: Working on 'AiRA', a scalable personal AI agent capable of autonomous task execution and asynchronous workflows, with state of the art memory system and bi\-directional communication and tool orchestration for Gmail, Calendar, Whatsapp, Web Search, et cetera\. \- Scale & Impact: Built and deployed 'Samagra', an ERP system serving 10,000\+ active users with a zero\-cost serverless architecture tailored for high traffic\. \- Research & Optimization: AI Research Intern at IIT Kharagpur working on multimodal reasoning\. Experience fine\-tuning LLMs \(Qwen 4B/8B\) using LoRA/QLoRA and PEFT, achieving 75% accuracy on complex hardware code generation tasks where standard models failed\. \- Open Source: Contributed to n8n, debugging complex frontend\-backend integration issues and optimizing build pipelines\. I thrive in high\-ownership environments where I can touch every part of the stack\. Tech Stack: Python, TypeScript, FastAPI, Next\.js, Docker, AWS, PostgreSQL, MongoDB, Qdrant, LangChain, Langfuse, Promptfoo, Deepeval

## Location

Bengaluru

## AI stack

aistudio

claude code

claude

elevenlabs

gemini

langfuse

## Work experience

AI Engineer at AiRA, Nov 2025 \- Mar 2026 · 5 mos, Bangalore Urban, At AiRA, I built the brain of a personal AI agent\. I didn't just connect APIs; I solve the hard engineering problems required to make agents reliable\. I architected the flagship "Daily Brief" system, a feature that digests emails, calendar events, and user preferences to deliver proactive morning updates and a canvas agent which is itself one of a kind\. My focus was on production reliability and security\. I solved complex distributed system challenges \(like global timezone orchestration\) to ensure tasks execute precisely when intended\. I also worked on the implementation of CASA security standards, building token denylists in Redis and sanitizing injection vectors to make the system enterprise\-ready\. On the integration front, I built a deep bi\-directional sync with WhatsApp, allowing the agent to understand reply contexts, monitor groups, and interact naturally \- making AiRA not just a chatbot, but a proactive assistant\.

AI Research Intern at Indian Institute of Technology, Kharagpur, May 2025 \- Aug 2025 · 4 mos, Kharagpur, West Bengal, India, At IIT Kharagpur, I didn't just use LLMs; I optimized them\. As a Research Intern, I tackled the problem of Multimodal Reasoning for IoT\. Standard models like ChatGPT fail completely when asked to generate precise Arduino circuit wiring\. To solve this, I built CircuitSynth\. I fine\-tuned open\-source models \(Qwen 4B/8B\) using LoRA and QLoRA, creating a specialized pipeline that could "think" in hardware schematics\. The result? A system that achieved 75% accuracy on tasks where base models scored 0%\. This experience taught me the deep internals of Transformers, the art of efficient fine\-tuning \(PEFT\), and how to deploy heavy models on constrained edge hardware\.

Founding Software Engineer at Indigle, Sep 2024 \- Sep 2025 · 1 yr 1 mo, India, At Indigle, I learned how to scale\. As Co\-founder & Founding Software Engineer, I architected and shipped Samagra \(IndieRP\), a full\-stack campus ERP system that grew to 10,000\+ active users\. This wasn't a toy project\. I built the entire infrastructure from scratch using React Native for mobile and FastAPI/Node\.js for the backend\. The biggest challenge was cost; I engineered a zero\-cost architecture that handles 150k\+ monthly API requests with sub\-100ms latency\. I also built real\-time synchronization features \(using Socket\.io\) that keep thousands of students updated instantly\. This experience taught me how to handle production databases \(MongoDB/Postgres\), manage 99\.9% uptime, and pivot based on real user feedback\.

Android Lead at Google Developer Groups \(GDG MMMUT\), Aug 2024 \- Apr 2025 · 9 mos, • Conducted an intensive 12\-hour workshop on Android development and React Native, attended by 100\+ students from diverse technical backgrounds\. • Maintained a high engagement rate with over 80% attendance retention until the end, reflecting strong delivery and content value\. • Designed a hands\-on curriculum covering mobile app fundamentals, UI/UX best practices, and deployment strategies\. • Provided live coding demonstrations and one\-on\-one mentorship throughout the session, addressing real\-time queries and project guidance\. • Organized and managed a college\-wide Hackathon involving 120\+ teams, overseeing event logistics, technical support, judging criteria, and sponsor coordination\. • Ensured a smooth and inclusive experience for all participants, from registration to final presentations, fostering innovation and collaboration\. • Received positive feedback from both attendees and faculty, recognizing the initiative for its

Founding Member at MMMUT Resources, Jan 2024 \- Apr 2025 · 1 yr 4 mos, Gorakhpur, Uttar Pradesh, India, • Architected the complete backend and frontend infrastructure across multiple modules, ensuring 100% uptime and high scalability\. • Built and integrated secure authentication from scratch, including support for token\-based flows\. • Implemented robust rate limiting to defend against DDoS attacks and maintain service reliability\. • Developed a granular authorization system for admins and students to ensure secure access control\. • Created and launched the Samagra App, now serving over 5,000 monthly active users\. • Optimized media storage by implementing object\-based solutions using AWS S3, Cloudinary, and Firebase—significantly reducing storage costs\. • Designed the system architecture for the entire codebase, focusing on performance, modularity, and maintainability\. • Led a team of junior developers in building the frontend for the MMMUT Reso website\. • Integrated Python\-based scrapers to fetch real\-time attendance data directly from the college's internal services\. • Achieved a 5/5 user satisfaction rating from 99% of users, reflecting high user trust and engagement\.

Executive member at Google Developer Groups \(GDG MMMUT\), Sep 2023 \- Aug 2024 · 1 yr

## Education

Bachelor of Technology \- BTech, ECE, Madan Mohan Malaviya University of Technology

High School, ISC, The Chintels School

## Public links

- github: https://github\.com/Sandy\-1711

[View the original profile](https://tal.club/meet/sandeep-singh-10)

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