Aptha H P

About

B.E. in Information Science student with internship experience in Python development, data science, and machine learning. Built end-to-end applications using Python, Flask, FastAPI, SQL, and AWS, with a focus on AI-enabled and scalable systems.

Experience

• Data Science & Machine Learning Intern
  IIMSTC
  Feb 2026 – May 2026
• Python Development Intern
  Cognifyz Technologies
  Aug 2025 – Oct 2025

Education

• B.E.
  East West Institute of Technology
  Information Science · 2026
• Qualification
  Vagdevi PU College
  Science · 2022

Skills

• SQL
• FastAPI
• Python
• Machine Learning
• Java
• scikit-learn
• OpenCV
• Flask
• AWS
• API Integration Understanding
• Natural Language Processing
• Data Structures and Algorithms
• Audio analysis
• Oop
• Mediapipe
• Twilio API

Projects

• Expense Tracker CLI App
  Python, CLI, JSON, Pandas

  Command-line expense tracking tool supporting add, view, and filter operations with JSON-based persistent storage. Built with clean modular Python code and deployed on GitHub as an open-source project.

• AI-Powered Fitness Assistant – FIT Fusion
  Python, AI, MediaPipe, OpenCV, Pose Estimation, Voice Assistance

  Tracks 33 body landmarks in real time via MediaPipe; classifies posture per frame with rep counting and voice feedback.

• Task Manager REST API
  Python, FastAPI, MySQL, REST API, SQLAlchemy, Postman

  RESTful API built with FastAPI featuring full CRUD operations with MySQL persistence via SQLAlchemy. Implements MVC architecture with status tracking and due date management; endpoints documented via Postman.

• Gender Bias Detection in Job Descriptions
  Python, Machine Learning, NLP, Scikit-learn, Text Classification

  ML pipeline using TF-IDF vectorisation to detect gender-biased language and generate reports with neutral alternatives for inclusive hiring.

• Human Scream Detection System
  Python, Flask, Machine Learning, Audio Analysis, Twilio API

  Real-time audio classification using MFCC feature extraction and ML models to detect risk levels. Twilio API triggers SMS alerts with GPS location to emergency contacts upon high-risk detection.

Courses & certifications

• The Fledgling Program · Infosys Springboard
• Python Developer Certification · Cognifyz Technologies
• Technology Job Simulation (Data Analytics Track) · Deloitte Australia (Forage)
• Data Analysis with Python · IBM

⚽ Extracurricular activities

• College Ambassador

  Techfest IIT Bombay (29th Edition); ranked under 17,000 nationally. Enhanced communication, networking, and leadership.

• Participant

  EWIT Hackathon 2K24, Bits N Bytes Technical Club. Developed data-driven solutions under time constraints; strengthened teamwork and problem-solving skills.