Audit on Content Moderation Tools utilizing Machine Learning

Machine Learning Research

Developed a data pipeline and extraction system with Twitch APIs and Webhooks to spearhead the research's audit of Twitch's Machine Learning Content Moderation tools. Leading the investigation of 43 social media platforms and their implementation and policies around using Machine Learning for Content Moderation at a user, creator, and platform level.

Django Education Platform

Full Stack Web Development

Designed and implemented a full-stack MVP for a startup's emerging education platform aiming to democratize programming education for High School students. Planned and led the creation of course materials, lesson plans, and problem sets for 'Introduction to Python' and 'Introduction to Web Development in Python'.

Piezzo Piano

Engineering Devices Coursework

Engineered a set of piezzo sensors simulating a piano glove with SAMD21 Arduino. Using serial read functionality of the piezzo sensor, the variance of piano notes played was simulated using Garage Band's Piano note player. Using Tinkercad and 3D printers, glove mechanisms for attaching the piezzo sensors while allowing freedom of movement were prototyped.

Smart Glasses: Todo Cat

Printed Circuit Boards Coursework

Egnineered a prototype of the circuit via breadboarding and setup with a bootloader on the ATTiny. Included several input and output devices such as a light sensor, OLED screen, buttons to interact with the processor via UART and I2C serial comm protocols. Designed and developed circuits on KiCad's schematic and PCB editor. Soldering SOP IC components and debugging connection issues, a final product integrated into glasses with a 3D printed mechanism allowed for the PCB to highlight the software like functionality of the to-do device.

SkyIT Services

Front-End Web Development

Led team of 10-15 designers and developers to implement designs approved via team meetings with CEO and CTO. Designed and developed responsive interfaces and animations on ReactJS, increasing organic user engagement to 104 per month. Implemented an efficient feedback loop system to 5-7 Trello tickets being approved per sprint cycle.

Mandala Arts Festival

Front-End Web Development

Developed a static webpage for a Chicago-based Arts Festival organized by the non-profit, Manadala Arts. Designed a custom CTA-inspired frontend using React framework featuring local artists, creations, and their story.

TechTeam Artificial Neural Network

Student Involvement Workshops

Implemented Artificial Neural Networks on real world applications such as Bank Customer Churn Rates and Real Estate Valuations. Using NumPy, Pandas, and TensorFlow’s Teras Sequential model to train and test ANN models on real-world simulator data. Organized Q&A panels and workshops from professionals and PhD students exploring research fields and industry skills for about 12 student members to receive technical skills training for our project series.

CodePath IOS Development in Swift

App Development

Learned Swift framework and UI kits to implement front-end designs on Apple's native IDE, XCode. Implemented cloud-based APIs for coursework projects like weather apps to connect custom UI to our backend design. Developed an MVP of an college club manager for both members and board members to streamline attendance and event coordination