I'm a director, engineering manager, and backend developer. Here, you can find the projects I've worked on, as well as highlights of my key skills and downloadable versions of my resume.
Education & Work
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Bank.Green, Remote (2020-present)
Founder, Director of Research, Product & Engineering -
parcelLab, Remote (2020–2022)
Engineering manager, senior developer. Designed and maintained large-scale data ingestion pipelines. -
Latentine, Berlin, Germany (2018–2020)
Developer writing machine learning orchestration and auto-tuning model libraries. -
Massachusetts Institute of Technology (MIT) (2011–2018)
Research Staff at CSAIL, Focused on big data and privacy-preserving systems. Project manager at IDSS Micromasters -
Northeastern University (NEU) (2011–2014)
Master's of Science in Information Systems -
Brown University (2005–2009)
Bachelor's of Arts focused on sociology and economics via the COE concentration (now renamed BEO).
Highlighted Skills
Languages
Python, SQL, NoSQL, Clojure, JavaScript, TypeScript, English (Fluent), Dutch (B1), Vietnamese (A2)
Frameworks & Libraries
Kubernetes, Docker, OpenFaaS, Django, Flask, Scikit-learn (SkLearn), TensorFlow, Pandas, NumPy, SpaCy
Other Keywords
Machine Learning (ML), Artificial Intelligence (AI), Natural Language Processing (NLP), Jupyter Notebook, Agile, SCRUM Master, Git
Selected Projects
- parcelLab (2022) Managed large-scale data ingestion from customers and carriers at parcelLab.
- Shipping Vessel Prediction (2019) Predicted cargo vessels' next ports of call and arrival times.
- Transcript Transcription (2019) A project to extract structured data from messy university transcript images.
- Auto Tuning Models (ATM) (2018) A scalable application for selecting and tuning machine learning models.
- Trane (2018) A library for automatically generating prediction problems from structured data.
- Massachusetts Institute of Technology (MIT) (2018) Worked on research and management projects at MIT's CSAIL Big Data Initiative and Living Lab.
- Industry Outlook (2018) A data science project analyzing automation across industry sectors.
- Robot Studio (2018) A web app allowing end-users to train ML models without labeled data.
- Aurum (2017) An application for large-scale data discovery with query algebra.
- LostLeaks (2016) Analyzed natural gas leaks in Eastern Massachusetts to identify anomalies.
- BigDawg (2016) A data polystore and query system for searching across multiple database types.
- DataHub (2016) A data collaboration and sharing ecosystem developed at MIT.
- GetFit (2015) An iOS app for motion data collection in a fitness competition.
- OpenPDS (2015) A distributed system to preserve user privacy while collecting and sharing data.
- Northeastern University (2014) Earned a Master of Science in Information Systems while working full-time at MIT.
- OpenSensing (2014) An open-source library for collecting sensor data from iOS devices.
- BikeTrace (2013) An iOS application for recording and displaying bicycle trips.
- Open Source Soylent (2013) An open-source project to create a meal replacement formula.
- Brown University (2009) Earned a BA in Commerce, Organizations, and Entrepreneurship (now known as BEO).