ivylee

10개월 전discuss

SEEKING WORK

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.

ivylee

작년discuss

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

ivylee

작년discuss

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.

ivylee

작년discuss

I'm experimenting with conversational AI, for example live video calls with Santa. Super fun.

If you want to try, send me an email.

ivylee

작년discuss

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

ivylee

작년discuss

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

ivylee

작년discuss

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!

[1]: https://www.grocerbird.com

ivylee

2년 전discuss

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.

ivylee

2년 전discuss

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/

[2]: https://www.ycverify.com/

[3]: https://contentcredentialsapi.studioxolo.com/

ivylee

2년 전discuss

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/

[3]: https://www.ycverify.com/

[4]: https://www.airexif.com/

ivylee

2년 전discuss

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.

ivylee

2년 전discuss

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/

ivylee

2년 전discuss

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/

[2]: https://www.ycverify.com/

[3]: https://www.signalstalk.com/

ivylee

2년 전discuss

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 :)

ivylee

2년 전discuss

In addition to taking care of myself and my family, I'm working on:

- Polishing my personal website[1], and going back to blogging.

- Figuring out trading signals[2] and algorithms, testing via paper trading.

- An API[3] to verify YC company and founders.

- Monitoring my investment portfolio, re-balance once or twice a year.

- Mentoring AI/ML engineers and leaders. Free 30-min intro call[4].

- Various indie projects that are under research or haven't been launched... :)

[1]: https://ivylee.github.io/

[2]: https://www.signalstalk.com/

[3]: https://www.ycverify.com/

[4]: https://cal.com/studioxolo/intro

ivylee

6년 전discuss

Location: Greater NY

Remote: Yes, remote only

Willing to relocate: No.

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

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, 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

Resume: https://ivylee.github.io/resume.pdf

Email: [email protected]

Submissions

Django Simple Deploy – Deployment, for Djangonauts with Deadlines

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