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Sinan FirozSF
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Sinan Firoz

@sinanfiroz

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

PB
Current

Python Full Stack Trainee

PySpiders BTM

Jun 2025 - Present (1 year)

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

PP

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.

PE

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.

Education

Degrees, certifications, and relevant coursework

PM

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.

BK

Bharatiya Vidya Bhavan, Kannur

AISSCE (CBSE), Computer Science (secondary)

2020 - 2021

Grade: 84.6%

Completed AISSCE (CBSE) with 84.6% focusing on Physics, Chemistry, Mathematics, Computer Science, and English.

BK

Bharatiya Vidya Bhavan, Kannur

AISSE (CBSE), General Studies

2018 - 2019

Grade: 93%

Completed AISSE (CBSE) with 93% covering Mathematics, Science, English, and Social Science.

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