--- title: "Kapil Sharma - Senior Engineer - Application Engineering in Bengaluru | Tal" description: "Meet Kapil Sharma, Senior Engineer @ Tiger Analytics | Python, FastAPI, Django, AWS, IaC, LangChain, LangGraph, RAG, Event-Driven & Distributed Systems based in Bengaluru. AI stack includes claude code, codex, and langchain. Explore public work links including github." image: "https://tal.club/meet/kapil-sharma-2/share-image" --- # Kapil Sharma on Tal ## Headline Senior Engineer @ Tiger Analytics \| Python, FastAPI, Django, AWS, IaC, LangChain, LangGraph, RAG, Event\-Driven & Distributed Systems ## About I am a backend software engineer with nearly 5 years of experience building production systems in Python\. My work centers on FastAPI and Django REST Framework, microservices, event\-driven architecture, REST APIs, AWS, and data\-intensive services, alongside practical GenAI and LLM integrations\. At Tiger Analytics, I design and maintain FastAPI microservices for high\-throughput claim processing and build backend workflows with AWS Lambda, Amazon SQS, ECS Fargate, EventBridge, SES, CloudWatch, and EC2\. One event\-driven email workflow processes incremental claim updates every 15 minutes and delivers approximately 100k emails per day\. I have also improved reliability through PostgreSQL and DynamoDB data modeling, CI/CD and infrastructure\-as\-code work, and test\-driven development with more than 90% unit and integration test coverage\. Previously at VVDN Technologies, I built Django REST Framework APIs and improved throughput by 15\-17% through SQL query optimization and backend refactoring\. I also worked on cloud and IoT systems using PostgreSQL, MongoDB, Redis, MySQL, RabbitMQ, MQTT, WebSocket, and WebRTC\. My recent work includes production GenAI and LLM features using OpenAI APIs, retrieval\-augmented generation, vector embeddings, LangChain, LangGraph, pgvector, RAGAS, and LiteLLM\. ShipGuard is an AI release\-risk reviewer for local git diffs and GitHub pull requests; SMARN is a FastAPI and PostgreSQL/pgvector memory system that retrieves context and answers questions through natural recall\. I focus on clear system boundaries, dependable APIs, observable asynchronous workflows, pragmatic database design, and tests that make backend changes safer to ship\. ## Location Bengaluru ## AI stack claude code codex langchain langgraph ollama openai ## Work experience Senior Engineer \- Application Engineering at Tiger Analytics, Oct 2024 \- Present · 1 yr 11 mos, Bengaluru, Karnataka, India, \- Engineered event\-driven backend workflows and FastAPI microservices using AWS Lambda, SQS, and ECS Fargate for high\-throughput, scalable claim processing\. \- Designed an automated email delivery system via AWS EventBridge and SES, reliably processing incremental updates and delivering approx\. 100k emails per day\. \- Integrated LLM\-based decision\-support components via structured prompts and retrieval\-augmented context \(RAG\) to automate complex claim validations\. \- Optimized PostgreSQL schemas and DynamoDB data models to efficiently manage rule metadata, claim evidence, and audit logs\. \- Championed Test\-Driven Development \(TDD\) achieving 90%\+ code coverage, and contributed to CI/CD pipelines and infrastructure\-as\-code \(IaC\)\. Software Engineer at VVDN Technologies, Jun 2021 \- Oct 2024 · 3 yrs 5 mos, On\-site, \- Designed and maintained robust REST APIs using Django Rest Framework \(DRF\), improving throughput by 15\-17% by optimizing SQL queries and refactoring code\. \- Developed backend features for Netgear's cloud\-native Insight platform using Python, PostgreSQL, and MongoDB to orchestrate thousands of edge devices\. \- Built real\-time IoT integrations for NXP Home Assistant via MQTT and implemented WebRTC signaling for low\-latency video streaming dashboards\. \- Co\-developed an internal HR chatbot using OpenAI APIs and RAG to automate policy queries from internal documentation, while mentoring junior engineers\. Software Engineer Intern at VVDN Technologies, Jan 2021 \- Jul 2021 · 7 mos, Gurugram, Haryana, India ## Education Bachelor of Technology \- BTech, Computer Science And Engineering, Dr\. A\.P\.J\. Abdul Kalam Technical University ## Public links - github: https://github\.com/kapilsharma432001 [View the original profile](https://tal.club/meet/kapil-sharma-2) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Person", "@id": "https://tal.club/meet/kapil-sharma-2#person", "name": "Kapil Sharma", "url": "https://tal.club/meet/kapil-sharma-2", "image": "https://tal.club/meet/kapil-sharma-2/profile-photo.jpg", "description": "Meet Kapil Sharma, Senior Engineer @ Tiger Analytics | Python, FastAPI, Django, AWS, IaC, LangChain, LangGraph, RAG, Event-Driven & Distributed Systems based in Bengaluru. AI stack includes claude code, codex, and langchain. 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