---
title: "Ranjith Kumar - Senior AI Engineer in Bengaluru | Tal"
description: "Meet Ranjith Kumar, Senior AI Engineer | Building production-grade Agentic AI & LLM systems | LLMOps · RAG · GraphRAG · LangGraph · vLLM | Python | Bengaluru based in Bengaluru. AI stack includes antigravity, claude code, and codex. Explore public work links including github and ranjithkumarkn.onli..."
image: "https://tal.club/meet/ranjith-kumar/share-image"
---

# Ranjith Kumar on Tal

## Headline

Senior AI Engineer \| Building production\-grade Agentic AI & LLM systems \| LLMOps · RAG · GraphRAG · LangGraph · vLLM \| Python \| Bengaluru

## About

Senior AI Engineer \| Analytical Intelligence II don't just build AI models — I build systems that actually work in the real world\. As an Senior AI Engineer at Analytical Intelligence, I work at the intersection of machine learning, natural language processing, and software engineering to turn complex data problems into intelligent, scalable solutions\. My work spans: → Designing and deploying ML/NLP pipelines end\-to\-end → Building LLM\-powered applications and intelligent automation → Translating ambiguous business problems into crisp AI solutions I graduated from Karunya University with a foundation in \[your major\], where I developed a deep interest in how machines can learn from data to solve human problems — not just academically, but in production\. What I care about beyond the code: I believe great AI engineers are part engineer, part storyteller\. The best model in the world is worthless if stakeholders can't understand it or trust it\. I spend as much time thinking about explainability and impact as I do about architecture\. A few things I'm currently exploring: → Retrieval\-Augmented Generation \(RAG\) systems → Fine\-tuning open\-source LLMs for domain\-specific tasks → Building AI products that are responsible and interpretable 📌 I'm always open to connecting with ML practitioners, AI product builders, and teams working on hard problems\. 📩 Reach me at ranjith\.kumar\.k26@gmail\.com or DM me here on LinkedIn\.

## Location

Bengaluru

## AI stack

antigravity

claude code

codex

cursor

opencode

claudecode

## Work experience

Senior AI Engineer at Access Healthcare Services, Jul 2026 \- Present · 2 mo, Bengaluru

Senior AI Engineer at Analytical Intelligence, Jan 2026 \- Jul 2026 · 6 mo, Placentia, California, United States

AI Engineer at Analytical Intelligence, Jan 2025 \- Jan 2026 · 1 yr 1 mo, Placentia, CA, Analytical Intelligence: Autonomous AI, Redefined Who We Are A deep tech company engineering the future of autonomous AI\. We don't build AI tools—we create intelligent systems that think, act, and evolve independently\. Revolutionary Tech AI Agents: Multi\-agent systems that execute complex tasks autonomously Advanced Protocols: MCP & A2A implementation for seamless AI\-to\-AI communication LLM Integration: Production\-ready GPT, Claude, Llama deployments End\-to\-End MLOps: Raw data to intelligent automation at scale Market Disruption While others create AI assistants, we build AI ecosystems\. Our agents don't just respond—they anticipate, collaborate, and innovate without human intervention\. Competitive Edge Proprietary multi\-agent frameworks Next\-gen AI communication protocols Production\-ready autonomous systems Enterprise\-scale intelligent automation Vision Building the infrastructure where AI agents collaborate seamlessly to solve humanity's biggest challenges\. We're transitioning from AI assistance to AI autonomy\. Impact The future isn't humans working with AI\. It's AI working intelligently for humans\. Analytical Intelligence: Where intelligence becomes autonomous\.

AI/ML Data Engineer at Shodh AI, Jul 2024 \- Jan 2025 · 7 mos, Bengaluru, Jaipur, India, Shodh AI is a company that specializes in harnessing large language models \(LLMs\) for various applications\. Their focus likely includes leveraging advanced AI techniques to develop solutions for complex challenges in data science, big data analytics, and AI\-driven technologies\.

Data Engineer at Pravaig Dynamics, Feb 2023 \- Jul 2024 · 1 yr 6 mos, Bengaluru, Karnataka, India, Founded in 2011, Pravaig is a deep tech mobility company, making: Electric Vehicles Batteries Artificial Intelligence solutions for autonomous vehicles

Data engineer at Vumonic Datalabs, Oct 2022 \- Jan 2023 · 3 mo, Bengaluru

Big Data Engineer at Tata Consultancy Services, Apr 2022 \- Oct 2022 · 7 mos, Bengaluru, Karnataka, India, Tata Consultancy Services \(TCS\) is a software and services provider in India

Research Scholar \- Data Science at MENMOZHI TECHNOLOGIES, Feb 2022 \- May 2022 · 4 mos, Bengaluru Rural District, Karnataka, India, MENMOZHI TECHNOLOGIES is a sole proprietorship company based in Bengaluru and registered under MSME Scheme of Government of India, mainly focusing on to build innovative Artificial Intelligence products and provide services to sectors including but not limited to Banking, Finance, Medical and Agriculture using the state\-of\-the\-art methodologies\.

## Education

Master of Science \- Big Data Analytics, Msc BigData Analytics, St Joseph's University

Bachelor of Computer Application\-BCA, Seshadripuram Institute of Management Studies

## Public links

- github: https://github\.com/rangow4562
- ranjithkumarkn\.online: https://ranjithkumarkn\.online/

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

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