---
title: "KATHIRAVAN A - AI/ML ENGINEER TRAINEE - GEN AI & COMPUTER VISION in Greater Bengaluru Area | Tal"
description: "Meet KATHIRAVAN A, AI ENGINEER EX- AI/ML ENGINEER TRAINEE @ SONY | PYTHON | DEEP LEARNING | COMPUTER VISION | LANGCHAIN | LANGGRAPH | MCP | NLP | RAG | SQL | AI & ML based in Greater Bengaluru Area. AI stack includes langchain, langgraph, and openai. Explore public work links including github."
image: "https://tal.club/meet/kathiravan-arumugam/share-image"
---

# KATHIRAVAN A on Tal

## Headline

AI ENGINEER EX\- AI/ML ENGINEER TRAINEE @ SONY \| PYTHON \| DEEP LEARNING \| COMPUTER VISION \| LANGCHAIN \| LANGGRAPH \| MCP \| NLP \| RAG \| SQL \| AI & ML

## Location

Greater Bengaluru Area

## AI stack

langchain

langgraph

openai

huggingface

Chroma

Ragas

## Work experience

AI/ML ENGINEER TRAINEE \- GEN AI & COMPUTER VISION at Sony India Software Centre, Jun 2025 \- Jun 2026 · 1 yr 1 mo, Bangalore Urban, Karnataka, India, AI/ML ENGINEER TRAINEE – Sony India Software Centre \(SARD\) • Contributed to Sony's SARD \(Advanced R&D\) team, developing AI solutions across Computer Vision and Generative AI for real\-world applications\. • Designed and optimized Retrieval\-Augmented Generation \(RAG\) pipelines using LangChain and LangGraph, enabling AI agents to retrieve, reason over, and generate context\-aware responses\. • Developed and experimented with LLM\-based workflows, prompt engineering, document processing, embeddings, vector retrieval, and multi\-step AI agent orchestration\. • Built and evaluated computer vision models for object detection and instance segmentation using PyTorch and OpenMMLab \(MMDetection\)\. • Performed dataset preparation, preprocessing, model training, hyperparameter tuning, and performance evaluation for deep learning models\. • Explored model optimization and deployment techniques using ONNX and TensorRT to improve inference efficiency\. • Collaborated with cross\-functional engineers and researchers to analyze experimental results, troubleshoot model performance, and deliver production\-oriented AI solutions\.

## Education

Full stack development, QSpiders \- Software Testing Training Institute

Bachelor of Engineering, Electrical, Electronics and Communications Engineering, Nadar Saraswathi College of Engineering and Technology

## Public links

- github: https://github\.com/kathir00

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

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