heyo,
Amina's portfolio
I’m Amina
junior @ Minerva University
doing math & robotics
based in San Francisco
Let’s chat →
I’m based in California, BUT here are 4 other cities I lived, studied and worked in,
and the sports I did there:
→ Buenos Aires, Argentina [boxing]
→ Taipei, Taiwan [surfing]
→ Seoul, South Korea [karting]
→ Astana, Kazakhstan [yoga]
experience
Research Intern @ Instituto Tecnológico de Buenos Aires
Working with Professor Rodrigo Ramele. Developing EEG-based error detection system (Error-related Potentials) for real-time robotic arm control using reinforcement learning (Q-Learning) to enable adaptive human-robot collaboration
Python, EEG signal processing, brain-computer interfaces, reinforcement learning, signal classification.
Robotics & Software Engineer Intern @ trilobio
2025 Summer: Architected end-to-end optimization system that transforms manual biology lab workflows into automated protocols. Built constraint programming engine, multichannel and multidispense pipetting optimizer, cross-contamination prevention algorithms, working with transform-tree architecture spanning robot backend to user interface.
TypeScript, Python, Node.js, API Development, Test-Driven Development, Google OR-Tools, linear algebra, robotic arm.
2024 Summer: Engineered custom USB-hub PCBs and firmware achieving 60x data throughput improvements for robotic arm. Designed camera and laser mounts, prototyping 3D surface mapping capabilities.
Python, USB 2.0, OpenCV, PCB design, KiCAD, Onshape CAD,
3D printing, high-frequency oscilloscope.
AI Research Engineer Intern @ Jubo Health Technologies
Built real-time healthcare analytics endpoint processing medical records with sub-30-second response times. Projected $33K annual cost savings per hospital, presenting technical demo at Healthcare+ EXPO to 70K attendees.
Python, OpenAI API, GenAI gateway, LLMs.
SWE intern @ Brothers On The Rise
Developed web application automating user feedback processing and analysis, saving 10 hours weekly and cutting manual costs by $25K annually. Led cross-functional team through user research and iterative prototyping.
Python (numpy, scipy, pandas, matplotlib), API, User Research.
projects
Nab 3D - TreeHacks 2024 Winner
Wrapped complete pipeline converting videos into interactive 3D web components into one line of code, in a team of 4. Developed React frontend with live preview connected to video processing backend, winning Best Beginner Hack among 330 teams.
React, Bun, API.
Pesty - Lab Automation Hack Finalist
Prototyped bio-inspired particle swarm algorithms for autonomous drone fleet coordination in pest control applications. Built computer vision system for crop identification and SSH-based remote control integration. Team of 3.
Java Processing, OpenCV, SSH, Computer Vision, multi-agent systems.
A-Prometheus - NASA Space Apps Challenge Winner in MV
Engineered wildfire emergency response system processing real-time satellite datasets for adaptive evacuation routing. Designed IoT hardware integrated into streetlight infrastructure for emergency communications. Team of 6.
IoT Hardware, circuits.
NG-PhotoBio - World Robot Olympiad 3rd Place
Built automated photobioreactor system controlling nutrient dosing, aeration, and light cycles for algae cultivation. Developed control algorithms processing growth-curve data for continuous operation optimization. Team of 3.
LEGO Mindstorms EV3, Arduino, sensors integration, control algorithms, biology labs, research.
Built gamified web platform for coding education addressing lack of programming resources in Kazakhstan public schools. Led team of 7 through product development, securing $6.4K funding and achieving 25+ course sales with JavaScript and Python curricula.
Web Development, educational technology, team leadership, business development, SCRUM project management, Agile.
Indie Mini Games Developer
Created several 2D mini games including personal versions of Geometry Dash and Flappy Bird after completing online GameDev course. Developed gameplay mechanics, physics systems, and user interfaces using object-oriented programming principles.
Unity, C#, GameDev, Object-Oriented Programming, 2D graphics.
research
Data Anticlustering Research [currently sending for publication]
Collaborated on developing novel Self-Perceived Dissimilarity (SPD) metric for quantifying dataset dissimilarity from individual element perspectives. Our team researched and proved mathematical properties including semi-metric behavior and global maximization conditions for well-separated clusters. Demonstrated applications in balanced team formation, clinical trial design, and clustering validation. Collaborated with Prof Carlos Galeano Rios Phd, Cynthia Bortolotto Phd, my classmate Dmytro Antonovych.
Python, mathematical optimization, statistical analysis, combinatorial optimization, academic writing, LateX.
Implemented SIR epidemiological model simulating COVID-19 spread in Washington state using numerical methods. Applied Euler method for differential equation solving with 2D and 3D visualizations of population dynamics over time. Part of school assignment.
Python, numpy, matplotlib, numerical methods, data visualization.
Conducted statistical analysis of student talk-time patterns across Minerva University class types. Identified significant differences with p-value of 4.34×10⁻¹⁸ and effect size of 2.27, informing educational strategy recommendations. Part of school assignment.
Python, statistical analysis, hypothesis testing, confidence intervals, educational research.
Developed linear regression model analyzing relationship between starting prices and bid counts for Mario Kart Wii auctions. Identified moderately strong negative correlation (r=-0.633) with predictive equation for strategic pricing. Part of school assignment.
Python, statistical modeling, data analysis.
Something about yourself