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Prajwal Ferrao

Final-year AI/ML student · Aspiring Software Engineer / Full-Stack / AI-ML Developer

Mangaluru, Karnataka, India

@prajwal_ferrao

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🎓 Bachelor of Engineering in Artificial Intelligence and Machine Learning at Nitte Mahalinga Adyantaya Memorial Institute of Technology (NMAMIT) · Graduating 2026

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About

Final-year Artificial Intelligence and Machine Learning student with experience in data science and projects spanning computer vision, full-stack web development, and applied machine learning. Built applications for face-recognition attendance, fall detection, sports league management, and house-price prediction.

Experience

  • Data Science Intern
    L-Point, a unit of HireEdge Technologies Private Limited · Mangaluru, Karnataka
    Jun 2026 – Aug 2026

    Contributed to machine learning and data science projects, applying programming and data-driven problem-solving skills. Worked independently and with a team on assigned project activities.

Education

  • Bachelor of Engineering
    Nitte Mahalinga Adyantaya Memorial Institute of Technology (NMAMIT)
    Artificial Intelligence and Machine Learning · 2023 – 2026
  • PUC
    Govindasa PU College
    2021 – 2023
  • Class 10
    Chaithanya Public School
    2021

Skills

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
C SQL CSS HTML NumPy React Flask Python Pandas OpenCV Angular FastAPI Node.js Next.js XGBoost Express CatBoost Streamlit Mediapipe JavaScript TypeScript WebSockets Tailwind CSS scikit-learn API Integration Understanding

Tools / apps / platforms

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Git MySQL Docker GitHub SQLite Vercel MongoDB Postman Firebase Supabase PostgreSQL

Languages

Fluent Fluent Comfortable using it for work.
Tulu Speak Hindi Speak English Speak Kannada Speak Konkani Speak

Projects

  • Real Estate Valuation ML
    Scikit-learn, XGBoost, CatBoost, Pandas, Streamlit

    Developed a house-price prediction dashboard using regression models and an interactive Streamlit interface. Compared multiple regression approaches and presented predictions through user-provided property inputs.

  • IMC League S4 – Sports League Management
    Next.js, Supabase

    Built a sports league platform for team creation, match scheduling, live scoring, and tournament progression. Designed administration flows for managing teams, fixtures, and match results.

  • AegisFall AI – Vision-Based Fall Detection
    MediaPipe, WebSockets

    Developed a fall-detection application that analyzes human pose keypoints and triggers emergency alerts. Connected the monitoring interface to alert events through WebSockets for live status updates.

  • FaceTrack AI – Face Recognition Attendance System
    Python, OpenCV, Flask

    Built a biometric attendance application with face detection and recognition, member management, attendance recording, and CSV export. Developed a Flask web interface for registration and live recognition, with attendance records available for review and export.

Courses & certifications

  • AINNOVATION 2025: Microsoft Azure Learning · 2025
  • Machine Learning with Python – Level 1 · 2025
  • Cloud Essentials

⚽ Extracurricular activities

  • Incridea ’26 Crew Committee

    Committee member for the Incridea ’26 event.

  • Youth Red Cross member

    Member of the Youth Red Cross.

  • Sports Club participant

    Participant in the Sports Club.

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