Machine Learning Engineer
2020 - PRESENTMachine Learning Collective- Built a deep learning model based on neural cellular automata that learned to solve reasoning tasks.
- Provided feedback to other members on research group meetings.
- Participated in discussions on future research projects.
Technologies: Jupyter, Python, TensorFlow, Keras, Data Visualization, Big Data, Data Analytics, Natural Language Processing (NLP), Machine Learning, GPT-3, Artificial Intelligence (AI), GitHub, Git, Algorithms, OpenAI API, Pandas, NumPy, Computer Vision, Neo4j, Data Science, PyTorchData Scientist
2021 - 2022Angle Health- Developed an ingestion pipeline for insurance provider data.
- Gathered insights into provider data that informed UI decisions.
- Designed a data model that unified schemas from different networks.
Technologies: Google Colaboratory (Colab), Python, Django, JavaScript, Data Visualization, Web Applications, Big Data, Full-stack, Amazon Web Services (AWS), MySQL, REST APIs, Data Analytics, SQL, APIs, REST, Machine Learning, Artificial Intelligence (AI), Back-end, CI/CD Pipelines, GitHub, Git, Algorithms, Technical Architecture, Flask, API Architecture, NumPy, FastAPI, SQLAlchemy, Alembic, System Architecture, Data Science, Object-oriented Programming (OOP), NetworkingBack-end Developer
2021 - 2021Apprentice- Developed functionality for lab procedure execution guidance.
- Handled migration of the company's back end from Sails to Express.
- Dockerized API, streamlining workflow and eliminating all machine-state issues.
Technologies: Node.js, MongoDB, Docker, Web Development, Express.js, TypeScript, JavaScript, Web Applications, Full-stack, Amazon Web Services (AWS), MySQL, REST APIs, SQL, APIs, REST, NoSQL, Back-end, Architecture, CI/CD Pipelines, GitHub, Git, Algorithms, Technical Architecture, API Architecture, System Architecture, Object-oriented Programming (OOP), NetworkingBack-end and Data Engineer
2020 - 2021Athlane- Built the API that acted as the company's backbone for managing streamer and sponsorship data.
- Developed various tools for data gathering and analysis.
- Led the back-end development team, organizing server architecture and distributing the workload.
Technologies: JavaScript, Node.js, PostgreSQL, Web Development, Express.js, TypeScript, Data Visualization, Web Applications, Big Data, Full-stack, Amazon Web Services (AWS), GraphQL, TypeScript 3, MySQL, Docker, REST APIs, Data Analytics, SQL, APIs, REST, Machine Learning, NoSQL, Firebase, Back-end, Architecture, Google BigQuery, CI/CD Pipelines, GitHub, Git, Algorithms, Technical Architecture, API Architecture, System Architecture, Data Science, Object-oriented Programming (OOP), NetworkingBack-end Developer
2019 - 2020Youblicity- Built a Node.js API to support front-end functionality such as user management, sponsor registration, and payment tracking.
- Constructed various tools to handle Twitch data extraction and processing.
- Used BigQuery to extract useful analytics from several terabytes of streamer data.
- Architected computer vision tools to reward sponsored Twitch streams for partnership compliance.
Technologies: Node.js, BigQuery, Data Science, Web Development, Express.js, TypeScript, JavaScript, Data Visualization, Web Applications, Big Data, Amazon Web Services (AWS), GraphQL, TypeScript 3, Neo4j, MySQL, Docker, REST APIs, Amazon S3 (AWS S3), WebSockets, Amazon EC2, Data Analytics, Web Scraping, SQL, APIs, REST, Machine Learning, NoSQL, Artificial Intelligence (AI), Back-end, Architecture, Google BigQuery, CI/CD Pipelines, GitHub, Git, Algorithms, Technical Architecture, Leadership, OpenAPI, API Architecture, Computer Vision, System Architecture, Team Leadership, Object-oriented Programming (OOP), NetworkingLead Engineer
2018 - 2019Swish Labs- Delivered a popular browser extension to thousands of active users.
- Led the tech overhaul of an eastern market leader clothing label.
- Built a secure and concurrent share trading market from scratch.
- Developed self-documenting REST and GraphQL APIs backed by Node.js.
Technologies: MongoDB, PostgreSQL, Vue, Node.js, Web Development, JavaScript, Web Applications, Full-stack, Amazon Web Services (AWS), TypeScript 3, MySQL, Elasticsearch, Docker, REST APIs, AWS RDS, Amazon CloudWatch, APIs, REST, Shopify API, eCommerce, NoSQL, Back-end, Architecture, CI/CD Pipelines, GitHub, Git, Algorithms, Technical Architecture, OpenAPI, API Architecture, Google Cloud, System Architecture, Team Leadership, Object-oriented Programming (OOP), NetworkingWeb Developer
2018 - 2018Kogneta- Created internal tools for improving reach and customer acquisition.
- Improved customer onboarding efficiency.
- Leveraged Google Cloud solutions for data processing.
- Developed efficient serverless tools for data storage and analysis.
- Built additional functionalities for Google Data Studio for internal use.
Technologies: Google Cloud, Node.js, Serverless Framework, Web Development, JavaScript, Web Applications, Full-stack, Data Analytics, APIs, REST, NoSQL, Back-end, Architecture, GitHub, Git, Algorithms, Technical Architecture, Serverless Architecture, Data ScienceTooling Engineer
2017 - 2018Kitty's Co.- Contributed to internal tools for optimizing the work of the agency's creatives.
- Developed Node.js scripts that interacted with the Facebook Marketing API.
- Created serverless scripts that were run on AWS Lambda.
- Wrote AWS Step Functions to manage and coordinate script execution.
Technologies: AWS Step Functions, AWS Lambda, Facebook Marketing API, Node.js, Web Development, JavaScript, Web Applications, Full-stack, Amazon Web Services (AWS), Amazon DynamoDB, Amazon EC2, APIs, REST, Back-end, Architecture, Terraform, Amazon API Gateway, GitHub, Git, Algorithms, Technical Architecture, Serverless Architecture, Amazon S3 (AWS S3), System Architecture, AWS Elastic BeanstalkLead Developer
2013 - 2017Okorana- Created a drag and drop interface in AngularJS that allows the placing and resizing of widgets.
- Developed REST APIs used to power single-page apps using both SQL and NoSQL databases.
- Set up build systems using Grunt and Gulp, which increased useful development time.
- Led a team of developers in organizing contributions and communication between members.
- Hired new team members to assist with the front-end design of web apps.
- Created a browser extension for a customizable new tab page.
Technologies: MongoDB, AngularJS, Node.js, JavaScript, Web Development, Web Applications, Full-stack, Amazon Web Services (AWS), TypeScript 3, MySQL, Redis, REST APIs, Amazon S3 (AWS S3), WebSockets, Redis Cache, Amazon EC2, Amazon CloudFront CDN, WebRTC, HTML, CSS, Angular, Vue, APIs, REST, NoSQL, Back-end, Architecture, CI/CD Pipelines, Go, GitHub, Git, Algorithms, Technical Architecture, Leadership, API Architecture, System Architecture, Team Leadership, Meteor, AWS Elastic Beanstalk, Object-oriented Programming (OOP), Networking