Abin Babu

About

AI & Data Science graduate with hands-on experience in machine learning, NLP, multimodal AI, and medical imaging systems. Experienced in Python, PyTorch, TensorFlow, and end-to-end model development, with research exposure in clinical AI and explainable deep learning.

Experience

• ML/NLP Intern
  ICT Academy Kerala
  Jun 2025 – Jul 2025

Education

• B.Tech in Artificial Intelligence & Data Science
  Jyothi Engineering College
  Artificial Intelligence & Data Science · 2023 – 2026
• Diploma in Computer Engineering
  MTI Thrissur
  Computer Engineering · 2021 – 2023

Skills

• C
• Deep Learning
• Python
• scikit-learn
• PyTorch
• TensorFlow
• Keras
• Medical Imaging
• Sentiment Analysis
• Embeddings
• Hugging Face Transformers
• Sequence Modeling
• Google Gemini Api
• Gradio

Projects

• BrainStroke – Stroke Classification & Lesion Segmentation
  ResNet-18, DenseNet-121, U-Net, Grad-CAM, ImageNet

  Trained models on CT scans for stroke detection, classification, and segmentation. Integrated Grad-CAM heatmaps to support clinical interpretation and validated with hospital physicians.

• HEALIO – Multimodal Mental Health Chatbot
  Whisper, DistilBERT, GoEmotions, Empathetic Dialogues, DialoGPT, Gemini API, Bayesian optimization, Gradio

  Built a multimodal chatbot using text, audio, and video for emotional understanding and context-aware responses. Applied Bayesian optimization to improve emotional classification and created a secure Gradio interface with session state tracking.

Courses & certifications

• Python for Data Science · NPTEL
• IEEE Publication: HEALIO – An AI-Driven Chatbot for Multimodal Mental Health Assistance · IEEE

🏆 Achievements & awards

• YIP District Level Winner