---
title: "Ashwani Ranjan - Senior Software Engineer in Bengaluru | Tal"
description: "Meet Ashwani Ranjan, Senior Software Engineer | Agentic AI & RAG | GenAI/LLM Applications | Multi-Agent Orchestration | LangGraph | CrewAI | LangChain | MCP | Python based in Bengaluru. AI stack includes langchain, langgraph, and langsmith."
image: "https://tal.club/meet/ashwani-4/share-image"
---

# Ashwani Ranjan on Tal

## Headline

Senior Software Engineer \| Agentic AI & RAG \| GenAI/LLM Applications \| Multi\-Agent Orchestration \| LangGraph \| CrewAI \| LangChain \| MCP \| Python

## About

AI Engineer \(GenAI \| Agentic AI \| RAG\) Currently working as an AI Engineer, building enterprise\-grade Generative AI systems with a strong focus on Agentic AI, autonomous AI agents, multi\-agent systems, and Retrieval\-Augmented Generation \(RAG\)\. • Delivered production\-ready GenAI solutions with measurable business impact across knowledge automation and intelligent workflows\. • Improved retrieval accuracy by 30%\+ by designing optimized RAG pipelines using LangChain, OpenAI embeddings, and vector databases \(Pinecone, ChromaDB\)\. • Built autonomous and multi\-agent architectures using CrewAI, LangGraph, and MCP, achieving \~60% reduction in manual operational effort through intelligent task orchestration\. • Developed an AI\-powered HR Knowledge Assistant that reduced repetitive HR queries by 40%, improving self\-service and response efficiency\. • Strong expertise in LLM evaluation, observability, and quality control, using LangSmith for hallucination detection, response benchmarking, latency analysis, and continuous improvement\. • Production\-focused mindset with hands\-on experience delivering API\-first GenAI services, containerized deployments, CI/CD pipelines, and scalable inference systems using FastAPI/Flask and Docker\. Core Expertise: Generative AI, GenAI Engineer, Agentic AI, AI Agents, Autonomous Agents, Multi\-Agent Systems, RAG, Retrieval\-Augmented Generation, LLM Orchestration, Prompt Engineering, Embeddings, Vector Search, LangChain, LangGraph, CrewAI, LangSmith, OpenAI API, Anthropic, Hugging Face, Pinecone, ChromaDB, FastAPI, Docker, Production GenAI

## Location

Bengaluru

## AI stack

langchain

langgraph

langsmith

openai

## Work experience

Senior Software Engineer at Visionet Systems Inc\., Jan 2026 \- Present · 6 mos

Senior Associate Developer at IG Group, Oct 2025 \- Jan 2026 · 4 mos, • Building production\-grade Generative AI solutions using Agentic AI, autonomous agents, multi\-agent systems, and RAG for real\-world business workflows\. • Developing AI agent frameworks with LangChain, LangGraph, CrewAI, and AutoGen, enabling planning, tool calling, memory, and multi\-step reasoning\. • Implementing end\-to\-end RAG pipelines with embeddings, vector databases, semantic search, and contextual retrieval\. • Integrating and optimizing LLMs \(GPT\-4, Llama\-2, Mistral, open\-source models\) for scalable, cost\-efficient GenAI applications\. • Delivering AI agents, and intelligent automation platforms with strong focus on LLMOps, monitoring, and production reliability\.

Associate Developer at IG Group, Sep 2024 \- Jan 2026 · 1 yr 5 mos, • Enhanced Performance with Redis: Implemented Redis as a caching layer, significantly reducing database load and improving application responsiveness\. • Streamlined Development with Docker and Spring Boot: Utilized Docker for containerization and Spring Boot for building RESTful APIs, accelerating integration and development processes\. • Developed API Auditing Utility: Designed and implemented a utility to log API requests and responses, leveraging Kafka for efficient auditing and data traceability\. • RESTful Services Development: Built and optimized RESTful web services using Spring Boot, enabling seamless integration across multiple systems and improving data flow efficiency\. • Tools and Technologies: Proficient in Maven, Hibernate, and Postman for testing, with a strong focus on system reliability and scalability\.

Graduate Engineering Trainee at IG Group, Sep 2023 \- Aug 2024 · 1 yr, • Database Design & Optimization: Designed and optimized database schemas and queries to enhance application performance and scalability\. • Robust Backend Deployment: Deployed secure and reliable backend solutions on WebLogic servers, ensuring alignment with stakeholder requirements and business objectives\. • API Performance Enhancement: Improved API performance by analyzing bottlenecks, optimizing database queries, and minimizing payload sizes, resulting in reduced processing time and improved efficiency\. • Efficient API Pagination: Implemented API pagination to handle large datasets, reducing load times by approximately 30%\. • Advanced Data Manipulation: Leveraged Java 8's Stream API for efficient processing of large data collections, enabling faster data manipulation and filtering\. • Centralized Authentication & Security: Configured LDAP for centralized authentication and authorization, increasing compliance with organizational security policies by 85%\. • Technical Expertise: Proficient in Maven, Hibernate, Swagger \(for API documentation\), and Postman \(for API testing\)\. Skilled in front\-end integration with Angular and applying Design Patterns to improve code quality and maintainability\.

Software Engineer at BETSOL, Feb 2023 \- Mar 2023 · 2 mos, On\-site

Frontend Developer at ProCollab Technologies, Oct 2022 \- Oct 2022 · 1 mo

Software Engineering at BETSOL, Aug 2022 \- Sep 2022 · 2 mos, Bengaluru, Karnataka, India

## Education

Bachelor of Engineering \- BE, Information Technology, Sjb institute of technology

[View the original profile](https://tal.club/meet/ashwani-4)

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