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Driven and dedicated Computer Science student passionate about technology and innovation.\n\nI strive to enhance my technical skills and apply them to real-world challenges, actively seeking opportunities for growth and learning in the field.…

Jessica Winn

Programmer, Web Developer, Data Scientist, +5

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Driven and dedicated Computer Science student passionate about technology and innovation.\n\nI strive to enhance my technical skills and apply them to real-world challenges, actively seeking opportunities for growth and learning in the field.…

Available to hire

Driven and dedicated Computer Science student passionate about technology and innovation.\n\nI strive to enhance my technical skills and apply them to real-world challenges, actively seeking opportunities for growth and learning in the field.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Advanced

Work Experience

Teaching Assistant at Rise Education

June 1, 2022 - June 1, 2022

Mentored over 50 students preparing for IGCSE in Additional Mathematics, Basic Math, Chemistry, and Physics, enhancing their understanding of complex concepts.

Teaching Assistant at Assumption University

January 1, 2024 - January 1, 2024

Provided guidance to students in Introduction to Programming Languages, Math, and Statistics for Data Science, facilitating hands-on learning and comprehension of core topics.

News Categorization and Summarization at Senior Project I

September 1, 2024 - September 1, 2024

Pre-processed and cleaned the CNN/Daily Mail dataset — handled missing values, normalized text, and performed exploratory data analysis (EDA) to examine article lengths, token distributions, and linguistic patterns, ensuring high-quality training input.

AI-Powered Document Assistant at Class Project

January 1, 2025 - January 1, 2025

Built a Retrieval-Augmented Generation (RAG) system using QdrantDB for vector storage and semantic search. Extracted and chunked PDF text with PyMuPDF, generated embeddings via the Gemini API for efficient retrieval. Integrated retrieval and generation pipelines in a Streamlit web app for interactive question answering. Deployed the complete system on Hugging Face for public access and testing.

Online Learning Platform at Class Project

September 1, 2025 - September 1, 2025

Developed a full-stack online learning platform using Next.js (frontend) and Node.js/Express (backend). Implemented JWT-based authentication, role-based access control, and dynamic course management with MongoDB. Deployed on an Azure VM with secure API routing.

CrowdFace Recognition System at Senior Project 2

October 1, 2025 - October 1, 2025

Designed and deployed a cloud-native face recognition platform enabling event attendees to locate themselves in event photos and videos in real time. Built dual Next.js portals (admin and public) with JWT authentication, containerized and deployed on AWS EC2 using Docker and custom domains. Designed a serverless video processing pipeline with AWS S3, EventBridge, Lambda, ECS Fargate, and RDS, automating frame extraction, face detection, embedding generation, and clustering.