Parisa Abbasi
San Francisco,CA
Summary
Computer Science graduate, and Full-Stack developer that is enthusiastic about continuous learning, solving
problems and delivering quality products.
Overview
1
1
year of professional experience
Work History
Graduate Teaching Assistant - Machine Learning
University of San Francisco
01.2024 - 05.2024
- Contributed to curriculum design and assignment preparation.
- Graded student assignments and exams related to machine learning courses.
- Delivered customized guidance tailored to the needs of 36 students during scheduled office hours.
Full Stack Developer Intern
Duets.AI
San Francisco, CA
08.2023 - 12.2023
- Developed an AI-driven language learning program to teach French, Spanish, and Italian.
- Enhanced the quality of audio transcripts by applying the Whisper API.
- Implemented the Zoom plugin, web frontend, and email service.
- Integrated Zoom OAuth for seamless account creation.
Education
Master of Science - Computer Science
University of San Francisco
San Francisco, CA05-2024
Skills
- Building responsive, dynamic web applications using React, Nextjs, HTML, CSS, and JavaScript
- Collaborating with stakeholders to deliver intuitive, high-quality user experiences
- Debugging, testing, and optimizing front-end code for performance and maintainability
- Integrating REST APIs and OAuth for secure, seamless functionality
Languages, Tools, and Databases
Python | Java | C | C++ | JavaScript | SQL | TypeScript | Django | Servlets | Jetty | Junit | CSS | React | Next.js | Bootstrap | Velocity | Dart | Flutter | PostgreSQL | MySQL
Projects
Fine-tuning LLM for Low-Resource Language (Farsi)
- Developed a fine-tuning approach for LLMs to improve Farsi language performance, addressing challenges like right-to-left orientation and tokenizer limitations.
- Enhanced model efficiency using techniques like word2vec, DPO, RAG, and QLoRA.
AI-Driven Language Learning Application
- Built an AI-powered program using GPT-4 and Whisper API to provide personalized feedback and exercises for language learners.
- Developed a web frontend, Zoom plugin, and email service with integrated OAuth.
Travel Helper Web Application
- Created a hotel search and review platform featuring user registration, login, and responsive design.
- Utilized Java for core logic, Jetty for hosting, and Bootstrap for dynamic front-end.
End-to-End Detection of Network Compression
- Designed client/server applications to detect network compression, leveraging network protocols and analyzing traffic with UTM and Wireshark tools.
Timeline
Graduate Teaching Assistant - Machine Learning
University of San Francisco
01.2024 - 05.2024
Full Stack Developer Intern
Duets.AI
08.2023 - 12.2023
Master of Science - Computer Science
University of San Francisco
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