---
title: "Amit Singh - Artificial Intelligence Engineer in Bengaluru | Tal"
description: "Meet Amit Singh, AI/ML Engineer @ Inspiron Labs based in Bengaluru. AI stack includes claude code, langchain, and langgraph."
image: "https://tal.club/meet/amit-singh-15/share-image"
---

# Amit Singh on Tal

## Headline

AI/ML Engineer @ Inspiron Labs

## About

I am a data scientist with experience in data analysis, machine learning, big data, and AI, including generative AI\. I work with Python, SQL, and modern data tools to develop solutions that solve real\-world problems and support business goals\. My background includes building AI models, developing and optimizing APIs, and creating scalable systems\. I focus on practical implementation, from data pipelines to model deployment, and work well in collaborative environments to deliver end\-to\-end solutions\.

## Location

Bengaluru

## AI stack

claude code

langchain

langgraph

langsmith

livekit

DSPy

## Work experience

Artificial Intelligence Engineer at InspironLabs, Feb 2025 \- Present · 1 y 8 mo, Bengaluru, Building production\-grade agentic AI systems, multimodal applications, and scalable data platforms across healthcare, finance, and commute domains\. Enterprise AI Data Fabric Platform \| LangGraph, DSPy, FastAPI, Postgres, Elasticsearch • LangGraph orchestration combining LLM\-generated tasks and predefined workflows, with dependency\-aware parallel execution across SQL, RAG, and API sources\. • Document retrieval pipeline using Elasticsearch vector search, semantic chunking, citation tracking, and Redis caching for long\-form PDFs\. • Multi\-turn clarification via DSPy signatures and LangGraph interrupts to catch incomplete requests before execution\. • SSE\-based token streaming for real\-time incremental LLM responses, reducing perceived latency\. AI Voice Agent for Healthcare \| LiveKit, GraphQL, Postgres • Voice\-and\-chat agent for appointment booking, cancellation, rescheduling, and info retrieval\. • LiveKit real\-time audio streaming integrated with LLM services for voice and text\. • Agent tools connected to backend appointment operations via GraphQL APIs\. • Human handover between AI and admin, with intent detection, multi\-step workflows, and timezone handling\. AI\-Powered Vision & Video Generation Platform \| FastAPI, Embeddings, FFmpeg, Remotion Lambda, PostgreSQL • Conversational workflow gathering user preferences to generate personalized narratives and video scripts\. • Semantic media retrieval using OpenAI CLIP embeddings to match stock assets to narrative sections via similarity search\. • LAION CLAP embeddings for text\-audio similarity matching to rank music against narrative mood\. • JSON\-based scene timelines rendered via Remotion Lambda for parallelized cloud rendering, cutting render time\. Healthcare Data ETL Pipeline \| Apache Airflow, AWS Glue, Snowflake, DOMO • Maintained Airflow/AWS Glue pipelines for healthcare data ingestion and transformation, and supported DOMO dashboard reporting on Snowflake\.

## Education

Modern Data Science and ML with specialisation in GenAI, Online, Scaler

Bachelor's degree, Computer Science, amity University

[View the original profile](https://tal.club/meet/amit-singh-15)

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