I'm an experienced Python Developer, Data Scientist, Machine Learning Engineer, winner of multiple hackathons and author of 4 patents in ML/AI/AR. I have BS in Mathematics and MA in Statistics. I have shipped new features and products powered by Big Data, Machine Learning and Deep Learning. I enjoy building machine learning applications, from research and prototype to production system. I am passionate about creating new workflows and experiences that enhance everyday life.
Technologies:
DL/ML/CV/NLP/RL: PyTorch, Tensorflow, Keras, caffe2, ONNX, Scikit-learn, OpenCV, SpaCy, Gensim, FastText, NLTK, OpenAI Gym/Baselines, pgmpy
Mobile AI: Swift, CoreML, Metal API, Qualcomm Neural Processing SDK
Data science: Pandas, NumPy, SciPy, R, Jupyter Notebook, Colab, Spark, Hadoop, Hive, Bokeh, Folium, Chart.js, ggplot2, Seaborn, Plotly, Dash, Shiny, Airflow
Backend: Python, Django, Flask, Sanic, FastAPI, Celery, MySQL, PostgreSQL, Scala, Java, C++, gRPC, REST, RabbitMQ, Docker
Frontend: HTML, CSS, Javascript, Vue.js, React
Cloud: AWS, GCP
Web automation: Scrapy, Selenium
More: Alexa Skill, Airtable custom block, Zapier integration
Website: https://ivylee.github.io, https://www.studioxolo.com