ivylee
Joined 8 years ago
Karma
12
Submissions
48
Member since
May 17
Recent submissions
Comment · 1 year ago
Comment · 1 year ago
SEEKING WORK
Location: Greater NY (US ET) | Remote: Yes
I’m a YC alumni. I specialize in AI and machine learning, with experience in backend and fullstack development, as well as data engineering. I have shipped new features and products powered by big data, machine learning and AI. I help companies build AI driven products that customers love. My most recent project involves building multi-lingual, multimodal conversational AI.
Portfolio: https://ivylee.github.io/
Resume: https://ivylee.github.io/resume.pdf
Email: ivy AT studioxolo.com
Comment · 1 year ago
I just built a conversational AI and tried it - me talking to Santa. I find the experience quite a pleasant surprise!
If you'd like to try, send me an email.
Comment · 1 year ago
I'm experimenting with conversational AI, for example live video calls with Santa. Super fun.
If you want to try, send me an email.
Comment · 1 year ago
Looking for an AI/ML Engineering role preferably in an innovation lab of an established company that incubates AI-driven products.
Location: New York Remote: Yes, or hybrid/in-person in New York Willing to relocate: No Technologies: Machine Learning, Deep Neural Networks, LLMs, Python, AWS Résumé/CV: https://www.linkedin.com/in/ivyxli/ Email: ivy (at) studioxolo (dot) com
Comment · 1 year ago
SEEKING WORK
Location: Greater NY Remote: Yes Willing to relocate: No.
I'm an experienced AI/Machine Learning tech lead, winner of multiple hackathons and author of 4 patents in AI. I have shipped new features and products powered by Big Data and AI. I enjoy building machine learning applications, from research and prototype to production system. I am passionate about building AI that enhances human productivity.
Technologies:
DL/ML/CV/NLP/RL: PyTorch, Tensorflow, Keras, caffe2, ONNX, Scikit-learn, OpenCV, SpaCy, Gensim, FastText, NLTK, OpenAI Gym/Baselines, pgmpy, Ax, LLM APIs
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, 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
Comment · 1 year ago
Working on GrocerBird[1] where you upload a grocery receipt, it will parse all of the items and their prices, so you can keep track of grocery spending and prices over time. Please feel free to share your feedback and suggestions!
Comment · 2 years ago
I've mentored senior software developers transitioning to ML - everyone comes from slightly different background and experience. Feel free to schedule an intro call to discuss your specific situation https://cal.com/studioxolo/intro.
Comment · 2 years ago
I created
- SignalsTalk[1] to study quantitative trading signals and algorithms, for my own curiosity.
- YCVerify[2] for verifying YC companies and founders. No one else is using it yet.
- Content Credentials API[3], to find the signatures of AI generated content.
I'm also working on:
- A search engine for online ads.
- A way to track grocery item prices from receipts using LLMs.
[1]: https://www.signalstalk.com/
Comment · 2 years ago
I've been using AWS Chalice[1] (Python), which powers SignalsTalk[2], YCVerify[3] and AirExif[4].
[1]: https://github.com/aws/chalice
[2]: https://www.signalstalk.com/
Comment · 2 years ago
The same job title could have very different responsibilities. I have been more of a "full-stack" MLE, I work from research and prototyping all the way to production software engineering and ML infra/dev-ops. I have also been mentoring MLEs and ML tech leads/managers - schedule a free 30-min intro call at: https://cal.com/studioxolo/intro.
Comment · 2 years ago
I rebuilt my personal website[1] (static site) using Astro[2], and it was a pleasant experience.
[1]: https://ivylee.github.io/
[2]: https://astro.build/
Comment · 2 years ago
For static web apps like my portfolio and blog[1], I use GitHub+Netlify.
I try to use AWS Lambdas as serverless backend as much as possible, for API products like [2].
If a server is absolutely required like running a Ghost blog/newsletter [3], I use AWS Lightsail mainly because I'm familiar with AWS in general and it offers generous free tier.
[1]: https://ivylee.github.io/
Comment · 2 years ago
I have a LinkedIn profile but I'm not actively managing it. I prefer to maintain my own portfolio website (+resume and blog) https://ivylee.github.io/. As my former co-worker who uses LinkedIn for sourcing candidates said - you won't discover me as an expert ML engineer from my LinkedIn profile. And I'm fine with that :)
Location: Greater NY, US | Remote: Yes
I specialize in technical leadership in AI and Machine Learning, helping companies build AI-driven products that customers love. Typically I serve as fractional CTO or fractional AI lead for startups.
Website: https://ivylee.github.io
LinkedIn: https://www.linkedin.com/in/ivyxli
Resume: https://ivylee.github.io/resume.pdf
Email: ivy AT studioxolo.com
I look forward to hearing from you.