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AI Engineer • ML Researcher • Computer Vision

Hi, I'm

G. M Biggan

AI&ML Engineer & Autonomous Systems Builder

Passionate CSE student (Batch 2027) specializing in AI, Machine Learning & Computer Vision. Building autonomous AI Agents, fine-tuning GenAI models, and delivering real-world predictive systems for organizations like BRAC.

KPR Institute of Engineering & Technology

Anna University, India

B.E. Computer Science & Engineering  •  (Semester VII )

Elective Track: Artificial Intelligence & Machine Learning

Tamil Nadu, India  •  2023–2027

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G. M Biggan
Who I Am

About Me

Building AI for Real-World Impact

I'm a CSE student (Batch 2027) at KPR Institute, Coimbatore, specializing in AI, Machine Learning, and Computer Vision. I have proven expertise in fine-tuning Generative AI models, building autonomous AI Agents, and developing predictive ML systems for real organizations.

From deploying 15-year climate forecasting models for BRAC to real-time sign language recognition, I'm committed to delivering scalable, meaningful tech solutions. I've published research, earned networking & cybersecurity certifications, and mentor students via YouTube.

Education

B.E. Computer Science & Engineering

KPR Institute of Engineering & Technology
2023–2027  •  CoimbatoreCGPA: 7.97

Higher Secondary Certificate

Government Brajalal College, Khulna
2020–2022HSC: 94.5%

AI & Machine Learning

Fine-tuning GenAI models, RAG pipelines, autonomous n8n agents, multimodal systems, and predictive ML for real organizations.

Computer Vision

YOLOv8, OpenCV, MediaPipe — real-time object detection, gesture recognition, facial recognition & sign language systems.

Autonomous AI Agents

n8n-powered agents with WhatsApp integration, vector memory, real-time monitoring & RAG-based intelligent responses.

Networking & Systems

Cisco Networking, Linux (Ubuntu/Kali), cybersecurity labs, PC architecture, Docker & hardware troubleshooting.

Career Journey

Experience

InternshipJune – Aug 2025
Web Development & 3D Modeling Intern
ELGI EQUIPMENTS LIMITED  •  Coimbatore, India
Developed interactive web pages using HTML/CSS and Verge3D for 3D visualization. Optimized assets via Blender (triangle reduction/UV editing) for performance. Designed 2D interactive schematics and animations to simulate real-time industrial automation workflows.
HTML/CSSVerge3DBlender3D VisualizationIndustrial Automation
Project-BasedRajshahi, Bangladesh
Machine Learning Developer
BRAC Organization
Deployed ML models for "Strengthening Resilience of Climate-Induced Migrants in Rajshahi — BRAC" to forecast 15-year climate trends. Processed environmental datasets and deployed predictive code to support BRAC UPG and Disaster Risk Management planning.
PythonTime-series ForecastingClimate MLScikit-LearnDisaster Management
What I've Built

Featured Projects

Project Name
Autonomous AI Agent (n8n)
Engineered autonomous agent for real-time data analysis via LLM. RAG pipeline with WhatsApp integration, vector memory & real-time monitoring.
Gemini APIn8nRAGWhatsApp APIVector Memory
Project Name
SignFluid AI: Sign Language to Speech
Real-time sign language recognition translating hand gestures to speech using CNN-LSTM hybrid deep learning architecture.
PythonMediaPipeLSTMCNNOpenCVgTTS
Project Name
Automatic Attendance System
Deep learning facial recognition for attendance tracking. Published as research paper at D'FESTA 2K25, MITS.
PythonOpenCVCNNSQLiteFacial Recognition
Project Name
Facial Emotion Recognition
Real-time emotion recognition using CNN and data augmentation for HCI and mental health applications.
PythonTensorFlowCNNData Augmentation
Project Name
Touchless Hand Gesture Controller
Touchless HCI system mapping real-time hand gestures to system commands for fully touchless PC control.
PythonOpenCVMediaPipeNumPyHCI
Project Name
IoT Home Automation System
Android app for smart home control with real-time power monitoring, sensor triggers & Firebase cloud integration.
JavaAndroid StudioFirebaseESP32IoT
Project Name
Full-Stack Ticket Booking System
Complete booking platform with automated WhatsApp/Email delivery, secure payments & Docker deployment.
Node.jsReactDockerREST APIsSQLWhatsApp API
What I Work With

Technical Skills

ML & AI

Python
TensorFlow
PyTorch
Scikit-Learn
NumPy
Matplotlib
Keras

Computer Vision

OpenCV
MediaPipe
YOLOv8
NumPy
CNN/LSTM

Programming

Java
C
SQL
Git
Docker
Blender

Web & App

React
Node.js
HTML5
CSS3
Firebase
Android

Networking & OS

Linux
Ubuntu
Bash
 Cybersec
 Cisco

AI Automation

 n8n
 RAG
LangChain
 WA API
 Vector DB
Achievements

Certifications

Research Paper

"Automatic Attendance Tracking using Computer Vision" – D'FESTA 2K25, MITS

Cisco Networking Academy

Networking Essentials Certification

DSA & Problem Solving

200+ problems – LeetCode, CodeTantra, E-Box; HackerRank Certification

EC-Council Cybersecurity

Dark Web, Crypto & Anonymity Certification

EF SET English Certificate

C2 Proficient – 71/100

Kaggle Active Practitioner

gmbiggan

Giving Back

Community & Teaching

Technical Content Creator & Educator

Actively mentoring a growing community of students with deep-dive technical content bridging academic theory and real-world engineering practice.

Student Mentorship: Teaching OS, Compiler Design, IoT to aspiring engineers.
Hands-on Tutorials: Deep-dive hardware-software integration guides and project walkthroughs.
Concept Simplification: Making Python, Java & C accessible for practical application.
Get In Touch

Let's Connect

Open to Opportunities

Collaborations, Research projects, or a conversation about AI.

Email

gmbiggan@gmail.com

Phone (WhatsApp)

+91 8925324400

LinkedIn

g-m-biggan

GitHub

Biggan2003