Devamani T

About

Machine Learning Engineer with experience building end-to-end ML pipelines, deep learning models, and production-ready applications. Skilled in Python, SQL, cloud infrastructure, and deploying scalable predictive systems.

Experience

• AI/ ML Intern
  Elevance Skills
  Feb 2026 – Jul 2026

Education

• Bachelor of Technology in Information Technology
  University College of Engineering Villupuram
  Information Technology · Nov 2022 – Jun 2026

Skills

• SQL
• Deep Learning
• Git
• GitHub
• Python
• Machine Learning
• NumPy
• Pandas
• scikit-learn
• PyTorch
• Google Cloud Platform
• Generative AI

Projects

• Retrieval-Augmented Generation (RAG) Chatbot
  FastAPI, Vector Databases, LLMs

  Designed and implemented a RAG pipeline with semantic search, vector embeddings, and scalable REST APIs for real-time inference.

• ICU Admission Predictive Analytics
  Python, Machine Learning

  Built and evaluated a clinical ML classification pipeline to predict ICU admission risks with 92.3% accuracy.

• ECG Heart Disease Detection Application
  Python, 1D-CNN, SMOTE

  Built a 1D-CNN deep learning classifier for ECG signals with over 95% accuracy and improved sensitivity for rare cardiac conditions.

Courses & certifications

• Google Cloud Data Analytics Certificate · Google · 2025
• Python · Guvi · 2023