Orchestrate: Text-to-Music Generative AI
Orchestrate harnesses the power of machine learning and NLP in a prompt-responsive music generation product.
Welcome!
As a natural go-getter, I’ve approached every challenge with enthusiasm, creativity, and ceaseless desire to achieve success. The unique opportunities I’ve experienced have paved the way to building a diverse skill set that has proven to be an asset in many different situations. Have a look at my projects below to get an idea of what I’ve worked on, how I implement my skills, and my approach from concept to execution.
If you’re interested in learning more, let's get in touch.
Featured Projects
Robotic 6D Multi-Object Pose Estimation
A 6D pose estimation system for robotic object recognition tasks using deep learning techniques.
Face Detection Edge Deployment
Face detection application deployed on an NVIDIA Jetson Nano edge device.
Sentiment Analysis: End-to-End ML API
HuggingFace DistilBERT model application deployed as an API using Azure and Kubernetes.
Multi-Node Distributed Data Parallelism
Utilizing PyTorch's multi-node distributed data parallelism (DDP) module with ResNet18.
Flight Delay Prediction Pipeline
Flight delay prediction leveraging flight and weather data and Spark/Databricks to implement diverse modeling approaches.
Toxic Comment Classification
Implementing modeling techniques to predict different types of toxicity for online comments.
Amazon Seller Recommendation Tool
A tool that uses scraped Amazon product data to recommend whether a product is sellable or not.
Real Estate and Luxury Features
Regression analysis on how luxury amenities may command a higher listing price for residential homes.
Best Business Recommendation
An executive summary and detailed visualization appendix based on exploratory data analysis of a sales dataset.
More About Me
No matter how busy life gets, I believe in continuous personal growth through exploring interests, hobbies, and learning. I am a newly graduated master's student who studied Data Science at the University of California, Berkeley. I also have experience working in a GenAI startup as a part-time Machine Learning Engineer.
In my free time I enjoy adventuring in remote places, including hunting for ice glaciers in northern Canada,
scuba diving the Great Barrier Reef, and climbing the tallest mountain in Iraq. Stay tuned for my next adventure.
Get In Touch
Say hello and send me a message!