Arash Abdollahzadeh
Machine Learning Engineer @ Chevron
I Enjoy
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aimeetstocks[dot]com
- Designed and coded a cloud-native web app.
- Integrated NLP and sentiment analysis.
- Building an algorithmic trading pipeline!
Chevron
Houston, TX
Machine Learning Engineer
- Productionized ML models.
- Assembled data pipelines.
- Collabed with SMEs.
- Mentored data science students.
- Optimized inference APIs.
Research
College Station, TX
- Performed EDA and build a graph with time series data.
- Developed a Variational Graph Auto-encoder model.
American Express
Phoenix, AZ
Software Engineering Intern
- Developed a Go package.
- Prototyped an ML solution.
Rockwell Automation
College Station, TX
- Validated predictive ML solutions.
- Ran experiments and gathered data.
Became an Aggie!
College Station, TX
B.S. in Electrical & Computer Engineering (CS Minor) | GPA: 3.8/4
2016 - 2019Updates
Jul 2021 Revisited React, created this portfolio, and deployed to Azure 🚀!
Jun 2021 Delivered a full stack ML app (image recognition) @ Chevron!
gathering data => labeling images => evaluating a couple of existing internal models => setting up resources for ML (Databricks), backend (.Net), and frontend (Angular) => retraining with new data (transfer learning) => setting up data pipelines and inference endpoints => going live 🥳!
Jun 2021 Took a deep dive into learning PyTorch - my favorite deep learning framework now 🤖!
Jun 2021 Second summer being a buddy for an MLE intern 😎!
May 2021 Learned a lot more about Azure Pipelines. Built some build, unit, and integration testing pipelines for a python package 🐍!
Apr 2021 Second year mentoring @ Chevron’s Data Science and Development Program (DSDP) ❤️!
DSDP is a 6-month internal program to teach Chevron’s employees data science and machine learning skills.
Oct 2020 Built data pipelines for ETL to/from data lake using Azure Databricks and Azure Data Factory 🏭.
Sep 2020 Deployed the first version of aimeetstocks.com 💸!
Jul 2020 Delivered my first project @ Chevron (built production regression models and data pipelines | deployed to Azure) 😊!
Jun 2020 Started learning Django and React 🌐!
May 2020 Wrote some scripts to get user posts from r/wallstreetbets, extract named entities and sentiments 😤.
Apr 2020 Started mentoring 6 Chevron engineers in DSDP! Had a ton of fun teaching ML concepts 🤗!
Feb 2020 Started as fulltime MLE @ Chevron 😆!
Dec 2019 Graduated from Texas A&M University 🎓!
Arash Abdollahzadeh - 2021