Education
Udacity
Febuary 2024 - April 2024Nanodegree, Generative AI, View Certificate
Graduated in April 2024 from the Udacity Generative AI Nanodegree Program.
- Acquired job-ready skills, spanning from text generation with Large Language Models to foundational theories.
- Worked through generative AI complexities such as computer vision (GPU), and crafting advanced AI chatbots.
- Utilized deep learning frameworks like PyTorch, and various techniques including Transfer Learning and Parameter Efficient Fine-Tuning to develop and deploy advanced neural network models for tasks such as image classification, text generation, and natural language processing.
University of Illinois at Chicago
August 2015 - December 2019Bachelor of Science in Mathematics, Learn More
Graduated in December 2019 from the University of Chicago Illinios with a Mathematics B.S and an Economics Minor.
- Led the undergraduate research for the Mathematics 3D space visualization Project:
- Actively participated in the Mathematics & Computer Science Clubs.
- Served as an Eco-Educator in the Sustainability Club.
Projects
Rotten Tomatoes Sentiment Analysis
Implemented sentiment analysis using distillbert-base-uncased model and Hugging-Face transformers library on Rotten Tomatoes dataset.
Github Project - Medium Article
OpenAI Custom Chatbot
Developed a custom chatbot project using OpenAI API, and Wikipedia, that allows for a fully dynamic conversation with extensive coverage of any subject, providing rich content for chatbot responses.
Github Project - Medium Article
AI-Driven Background Substitution Web Application
Developed a web application for image background substitution using Stable Diffusion through a text prompt.
Github Project - Medium Article
Personalized Real Estate Agent: AI powered Real Estate Assistant
Developed using machine learning techniques, this application assists users in finding suitable properties based on their preferences.
Github Project - Medium ArticleTechnical Skills
- Python
- HuggingFace
- R
- Relational Databases with SQL
- Git & Version control
- Postman & REST APIs
- SFTP via CyberDuck
- Atlassian Confluence & Jira
- Salesforce Einstein & MuleSoft
- PEFT
- Prompt Engineering
- Deep Learning
- LLMs
- NLP & NLP Transformers
- Neural Networks
- Foundational - Embedding & Completion Models
- Data Analysis & Visualization
- Web Scraping via Beautiful Soup
Managerial Skills
- Project management & Leadership
- Negotiation
- Strategic Planning
- Teamwork & Communication
- Agile Methodology & Adaptability
- Cost analysis and Management
- Change Management via Service-now
- On-call management via PagerDuty
- Software Development Life Cycle (SDLC)
- Leading Blameless Postmortems
- Customer Relationship Management (CRM)
- Regulatory and HIPAA Compliance