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Sinan Firoz

@sinanfiroz

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Recent Computer Science graduate focused on full‑stack development and ML applications.

India

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What I'm looking for

I seek an entry‑level role in a collaborative, tech‑driven company where I can apply full‑stack and ML skills, work on impactful projects, and grow through mentorship and real product experience.

I am a Computer Science and Engineering graduate passionate about building practical software and machine learning solutions. I blend full‑stack web development skills with data analysis to deliver user‑focused applications and meaningful visualizations.

I have built end‑to‑end projects including an XGBoost‑backed antibiotic resistance prediction system served via Flask and a Streamlit app for F1 telemetry analysis, demonstrating production ML integration, responsive UI design, and data pipeline engineering.

I am currently undergoing hands‑on Python full‑stack training and seeking opportunities where I can contribute to impactful projects, continue learning, and grow as a developer in a collaborative, technology‑driven environment.

Experience

Work history, roles, and key accomplishments

Current

Python Full Stack Trainee

Current

PySpiders BTM

Jun 2025 - Present (6 months)

Undertaking hands-on Python full‑stack training and building web applications, contributing to real-time mini projects to strengthen development and deployment skills.

Python SQL HTML CSS JavaScript Git Django

Project Developer

Personal Project

May 2025 - Jun 2025 (1 month)

Built a Streamlit app and FastF1 pipeline to process 100,000+ telemetry points per race for interactive F1 driver style analysis and visualization.

Python Streamlit FastF1 Data Analysis Pandas

Student Project Developer

P.A College of Engineering

Nov 2024 - Mar 2025 (4 months)

Developed an XGBoost-based antibiotic resistance prediction system with a Flask web UI achieving 92% accuracy and real-time API serving for clinician decision support.

Python XGBoost Flask HTML CSS JavaScript Data Visualization

Education

Degrees, certifications, and relevant coursework

P.A. College of Engineering, Mangalore

Bachelor of Engineering, Computer Science and Engineering

2021 - 2025

Grade: 8.06 CGPA

Bachelor of Engineering in Computer Science and Engineering with a CGPA of 8.06; coursework included Data Structures and Algorithms, Operating Systems, Computer Networks, and Machine Learning, and completed a final year project on antibiotic resistance prediction using XGBoost with web-based visualization.