AMITH R

AI/ML Engineer · Mechanical Engineer

Thiruvananthapuram, Kerala, India

@amith_r

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About

Mechanical engineering graduate with hands-on experience in machine learning, LLM-based applications, and CAD/CAM work. Focused on applying AI to vehicle diagnostics, battery analytics, and intelligent engineering systems.

Experience

CAD/CAM Engineer | Mechanical Designer | Outsourcing Coordinator

Vahan Design & Engineering · Hosur, Tamil Nadu

Designed and supported the development of fixtures for industrial manufacturing, considering component positioning, workholding, and manufacturing requirements. Worked on mechanical component design and CAD/CAM activities to support design-to-manufacturing workflows. Gained hands-on exposure to VMC, CNC, and milling operations, including machining processes and shop-floor manufacturing requirements.

Education

2026

B.Tech in Mechanical Engineering

Sree Chitra Thirunal College of Engineering

Mechanical Engineering · 2022 – 2026

Mechanical Engineering · 2022 – 2026
2025

Electric Vehicle Engineering Certification

2025 – 2025

2025 – 2025

Skills

<3 months

Creo LLMs Python Pandas CrewAI FastAPI Streamlit Matplotlib scikit-learn Data validation MATLAB Simulink Model Evaluation Cross Validation Data Preprocessing Feature Engineering Hyperparameter Tuning Retrieval Augmentation Generation

Tools / apps / platforms

<3 months

Git KiCad Docker GitHub Ollama Proteus ANSYS simulation Amazon Web Services AWS

Projects

Smart Battery Management System

Arduino C++, Sensors

Implemented battery voltage and temperature monitoring with alerts and a temperature-triggered PWM-based motor derating concept.
Ambulance Rollover Risk Analysis

MATLAB/Simulink

Analysed lateral load transfer ratio, centre of gravity, vehicle speed, and cornering radius to evaluate rollover risk and support a vehicle rollover-alert concept.
Autonomous Mobile Robot Chassis

Creo, ANSYS

Designed a modular chassis and assessed structural performance, payload requirements, material selection, and stability using CAD modelling and engineering analysis.
EV Battery Failure Prediction

Python, Scikit-learn, Pandas, FastAPI, Streamlit

Developed a machine learning workflow to predict battery failure using vehicle and battery-related features. Integrated model inference with a FastAPI backend and a Streamlit interface for interactive predictions.
OBD-Based AI Vehicle Diagnostic Assistant

Python, CrewAI, OBD-II, RAG, Ollama, Streamlit

Developed a vehicle diagnostic application that collects live OBD-II readings and diagnostic trouble codes using an ELM327 Bluetooth adapter. Built a CrewAI multi-agent workflow to analyse vehicle data, research potential faults, and generate structured diagnoses.

Courses & certifications

Electric Vehicle Engineering Certification · 2025

🏆 Achievements & awards

Best Startup Idea – College Level · 2026

Received a 10,000 innovation grant through IEDC, SCTCE, in association with Kerala Startup Mission.

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