ASIN RAJA M D
AI & ML Engineer
Coimbatore
Summary
Aspiring Machine Learning and Data Science student with a strong foundation in AI-driven solutions, deep learning, NLP, and computer vision. Passionate about leveraging technology to solve real-world problems and continuously expanding knowledge through hands-on projects. and also, Had experience in research analysis for a startup with financial modeling and strategic recommendations.
Overview
2026
2026
years of professional experience
4
4
years of post-secondary education
1
1
Certification
2
2
Languages
Work History
Projects
- Voice Assistant for Industrial Applications (RAG + Whisper + LLM):
Built a domain-specific voice assistant using Whisper for speech recognition, RAG with LLMs for context-aware responses, and tailored industrial knowledge retrieval—enabling hands-free control, diagnostics, and operational insights in manufacturing environments. - Automated Expiry Date Validation System:
Created a real-time expiry validation system using PaddleOCR with LLaMA and BERT, integrated with conveyor systems for automated quality control. Achieved high accuracy in detecting and classifying expired products on the production line. - Oil Spill Detection using Satellite & AIS Data:
Designed a deep learning solution using Sentinel-1 satellite imagery and AIS data for precise oil spill segmentation. Developed a custom dataset and deployed an alerting system for real-time environmental hazard reporting. - Stock Market Chatbot using RAG + Gemini + MCP:
Implemented an intelligent financial chatbot using Retrieval-Augmented Generation (RAG) with Gemini and a modular MCP (Multi-Component Processing) architecture, delivering real-time stock insights, sentiment analysis, and conversational interaction.
Intern
CavinInfoTech
05.2025 - Current
- Engineered a modular MCP (Multi-Component Processing) server architecture and developed RESTful APIs for LLM-powered chatbots systems, enabling real-time prompt handling and seamless frontend-backend integration using JSON protocols.
- Built a fully automated audio-to-text analysis pipeline with ASR (Whisper), speaker diarization, and NLP-driven insights, generating structured analytical reports with visualization.
- Self-Annotation Tool for Images & Videos:
Developed an automated annotation pipeline using DINO and SAM for object segmentation, combined with YOLOv8 and DeepSORT for real-time CCTV analysis and multi-object tracking in surveillance and video datasets.
Education
B.Tech - Information Technology
Bannari Amman Institute of Technology
Erode, India 01.2023 - 01.2027
Skills
- Generative AI (LLMs, RAG, Prompt Engineering)
- Computer Vision (YOLO, SAM, DINO, DeepSORT, ResNet, CNNs)
- Speech & Text Intelligence (Whisper, BERT, PaddleOCR, Transformers)
- Real-Time System Integration & Automation
- PyTorch & Deep Learning Frameworks
- Full-Stack Development (Nodejs, REST APIs)
- Finance Modelling, Communication & Leadership
API Development for MCP Architecture
Professional Skills
- Leadership
- Client Acquisition & Management
- Critical Thinking
Activities
Research Paper on Automated Oil Spill Detection Using AIS & SAR Data (Ongoing)
Technical Skills
- PyTorch
- Scikit-learn
- OpenCV
- Transformers (BERT)
- Pandas
- NumPy
- Matplotlib
- SQL
- CNNs
- YOLO
- PaddleOCR
- Python
- Research & Analysis
- Financial Modelling
Certification
Smart India Hackathon
Timeline
Intern
CavinInfoTech
05.2025 - Current
Smart India Hackathon
12-2024
B.Tech - Information Technology
Bannari Amman Institute of Technology
01.2023 - 01.2027
Projects
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