Muhammamd Usman Nadeem
Islamabad, ICT | - |-EDUCATION
FAST-NUCES
BS Financial Technology
Islamabad, ICT
Graduation Date: Aug 2026
PROJECT EXPERIENCE
Capital University of Science & Technology (CUST)
Energy and CO₂ Optimizer – Hackathon Project
May 2025 - May 2025
Developed a machine learning optimization tool using Random Forest for forecasting and Q-learning for real-time
energy efficiency recommendations, paired with an interactive web interface for simulating or analyzing industrial
energy data.
Delivered a scalable MVP within 48 hours during a team-based hackathon, designed for real-world deployment.
FAST-NUCES
ML Pipeline – Machine Learning for Stock Analysis
Apr 2025 - Apr 2025
Developed a Streamlit web app that automates stock data preprocessing, feature generation, and ML model training
(Linear Regression, KNN), integrating real-time yFinance data with interactive visualizations and metrics (RMSE,
R²).
Delivered a user-friendly UI with dynamic prediction tools and customizable themes.
FAST-NUCES
Wealth Matrix
Nov 2024 - Dec 2024
Built a full-stack web application using React, Node.js, Express.js, and MongoDB to help users track investments and
analyze business performance in real time.
Implemented secure user authentication and RESTful APIs, with interactive visual dashboards for portfolio tracking
and KPI-based decision-making.
LEADERSHIP EXPERIENCE
TBT Foundation
Head of Social Workers
Oct 2023 - Present
Led a team of volunteers to organize community outreach programs on education, healthcare, and social welfare,
coordinating logistics and partnerships for fundraising and relief drives to boost participation and impact.
Enhanced leadership, communication, and organizational skills while managing diverse teams and high-stakes
initiatives.
FAST-NUCES Job Fair 2025 – Usher for Jazz
Usher / Volunteer Coordinator
Apr 2025 - Apr 2025
Represented Jazz as an usher at FAST-NUCES Job Fair 2025, managing booth coordination, visitor engagement, and
crowd control while collaborating with team members and company reps for a seamless, professional experience.
Showcased initiative and adaptability by balancing volunteer responsibilities with networking and exploring career
opportunities.
SKILLS & INTERESTS
Skills: Python (pandas, NumPy, scikit-learn), JavaScript, SQL, Streamlit, React.js, HTML5, CSS3, Jupyter Notebook,
Github, Advanced Excel
Interests: FinTech innovation, Blockchain, Data Science