Portrait

I'm Shifa, a
Computer Science Student

University of California, Davis (2023–2026)

A Bit About Me

Undergraduate Computer Science student with strong academic performance and hands-on experience in software engineering, data science, machine learning, and computer architecture.

Proficient in object-oriented programming, algorithm design, complexity analysis, and mathematical foundations. Demonstrated ability to work both independently and in cross-functional teams, with a focus on delivering results.

Recognized for strong communication, leadership in student organizations, and a commitment to innovation.

Resume Projects Research Classes Skills Experience

Research Highlights

Drone System Simulation

Drone System with 3D Simulation and XR Integration

Developing an embedded quadcopter system with SLAM navigation in GPS-denied environments, linked to Unity XR simulations for real-time collision testing.

NLP Environmental Governance

AI and NLP for Environmental Governance

Built an NLP pipeline to extract and classify environmental discourse from government policy documents, leveraging transformer-based models for theme analysis.

Past Experience

“SpeakProse” QA & Data Analyst Intern — Cognixition Inc., San Leandro, CA

Jun 2023 – Sep 2023

  • Improved assistive speech app by finding edge-case bugs, refining test protocols, and suggesting UX/UI changes for accessibility and engagement.
  • Partnered with engineering to analyze interaction data; implemented changes that boosted reliability by ~18%.

Data Science Intern — PilotCity Inc., San Leandro, CA

Jun 2022 – Sep 2022

  • Supported an educational data-tracking app via exploratory analysis of student activity and survey data.
  • Performed QA across mobile platforms and collaborated on feature improvements informed by user testing.

Student Assistant — Computer Architecture, UC Davis

Jun 2025 – Present

  • Tutored students and supported projects involving FSMs, datapaths, cache, and CPU implementation in Logisim.

Skills

💻 Programming Languages

C, C++, Python, Java, JavaScript, R, Swift, Bash, Assembly (x86), SQL

🌐 Systems & Networking

BGP, TCP, UNIX, Serial Communication, GDB, Logisim

🛰️ Embedded & Robotics

MAVLink, Jetson Nano (NVIDIA), RealSense T265 (Intel), ROS, Pixhawk (ArduPilot)

🧠 ML & AI

PyTorch, TensorFlow, Scikit-learn, Transformers, Cross-Validation, Model Deployment (Flask)

📊 Data Science & NLP

Text Preprocessing, PDF Extraction (R), NLP Classification, Statistics, Pandas, NumPy, Matplotlib

🛠️ Tools & Platforms

GitHub, Google Colab, Unity XR, Unity 3D, Xcode, Figma, VSCode, HTML, CSS

Projects

Covert Timing Channel Simulation

Secure Communications via Covert Timing Channel Simulation

Programmer · Winter 2025

Simulated packet transmission and buffer dynamics in Python to analyze covert data leakage rates under varying network loads.

Register-Level CPU Simulation and Cache Design

Programmer · Spring 2025

Designed and tested a custom CPU and cache system in Logisim, optimizing circuits to reduce execution cycles for arithmetic operations.

Student Success Prediction Webapp Screenshot

Student Success Prediction Webapp

ML Programmer/Designer · Spring 2025

A predictive web application that analyzes lifestyle patterns to forecast student performance. Integrated interactive UI, multiple ML models, and real-time results visualization.

Classes

Algorithms & DS

Data Structures, Design & Algorithms, Theory of Computation.

ML & Probability

Machine Learning (ML), Probability & Statistics.

Systems & Architecture

Computer Architecture, Operating Systems.

Mathematics

Discrete Math, Calculus I–III, Linear Algebra.

Leadership & Activities

Swift iOS Coding Club

VP of Marketing / Tech Director / Treasurer · May 2025 – Present

  • Mentored members in Xcode
  • Built onboarding guides, boosting online engagement.

Machine Learning Student Network Club

Marketing Director · May 2025 – Present

  • Designed and maintained digital assets for ML workshops.
  • Launched outreach that reached 1,000+ students and increased attendance

Student Assistant — Computer Architecture, UC Davis

Jun 2025 – Present

  • Tutored peers and supported architecture labs (FSMs, datapaths, cache & CPU in Logisim).

Resume