Currently looking for engineering manager role for ML/AI teams. 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, Ax, OpenAI
Mobile/Embedded AI: Swift, CoreML, Metal API, Qualcomm Neural Processing SDK, NVIDIA Jetson
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, Playwright
More: Alexa Skill, Airtable custom block, Zapier integration
Website: https://ivylee.github.io, https://www.studioxolo.com