KATHIRAVAN A
AI ENGINEER EX- AI/ML ENGINEER TRAINEE @ SONY | PYTHON | DEEP LEARNING | COMPUTER VISION | LANGCHAIN | LANGGRAPH | MCP | NLP | RAG | SQL | AI & ML
Greater Bengaluru Area
1+ year of work experience
Jun 20251 yr 1 moJun 2026
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.
KATHIRAVAN’s AI Stack
Education
Full stack development
QSpiders - Software Testing Training Institute
20241 yr2025
Bachelor of Engineering, Electrical, Electronics and Communications Engineering
Nadar Saraswathi College of Engineering and Technology
Join KATHIRAVAN and 10k+ other professionals on
Tal is the app where bosses meet engineers & builders directly, without middlemen
Download Tal Boss