- Scope, design, prioritize, and implement ML Engineering Project roadmaps- Ensure ML project success through quality EDAs using python and SQL - Developed Dashboard Framework which allows quick visualization of Product and Store recommendations by any Data Scientists and ML Engineers (Node, React, BigQuery) - Developed Product Mapping Engine which maps Merchant products to Honey's global Product Catalog- Developed and deployed online recommender system using CLIP Embeddings (by OpenAI) and Scalable ANN (Hosted embedding search)- Developed Analytic Insights for A/B tests on various recommenders

- Designed and Developed "User Feed" and "Explore" pages of the Honey Website (NodeJs & React)- Developed backend data pipelines to power the User Feed and Explore Page (Python, Airflow, Dataflow)- Developed and Deployed End To End ML infrastructure for various initiatives (e.g. Product Categorization). Infrastructure includes: Model Training, Batch Prediction Pipelines, Drift Detection M&A, Feeding signals back into the systems

- Designed and built tools for automated deployment of Machine Learning Models- Designed and built language-agnostic libraries for Automated Model Explainability during Model -Development in both Python and R - Developed a lightweight “Dockerized” development environment for consistent dependency management when working with multiple languages. Included a Python Jupyter notebook and RStudio IDE all accessible from a browser. - Deployed models and explainability tools to multiple types of model hosting platforms such as AWS Sagemaker, Microsoft Machine Learning Server, and Azure Machine Learning Server - Contributed to setting up CI/CD for all company projects using tools such as Jenkins and Circle Ci

Developer and Co-OwnerAt Combinder we convert a simple set of electronic construction close out documents into an easy to PDF Dashboard. This will allow anyone to pick up a tablet and navigate to any of their documents with out ever exiting the PDF Reader itself. A Combinder processed set of close out documents can be used on any platform that supports a PDF Reader. I joined this company in order to add features to Combinder's main software for processing close out documents, but instead ended up redeveloping it from scratch. Technical Specs- C# Windows Forms Application- Debenu PDF Library for PDF Processing- Currently can be optimized for iPad, Laptop, and iPhone Resolutions- Can process 500 PDF document in under 5 minutes.

● Bootcamp topics include: Javascript, HTML/CSS, Node/Express, React and Angular, MySQL and Mongo ● Help students learn development by guiding them through in-class and homework exercises. ● Guide students in successfully completing their milestone projects ● Coordinate between student groups and stakeholders on final projects to ensure success ● Give lectures on specific topics to give better understanding of topics covered ● Create instructional video tutorials as extra resources for students

• Developed a custom Java app to automate repetitive tasks in project workflows• Set up and documented the processes and procedures for new digital services• Created training material, including video tutorials

Developed a Web Application for the Constructability Department • Web app allows for issue tracking between the Project Manager, Consultants, Architect and Client • Coordinated meetings between stakeholders and development team • Developed wireframes, html interface and backend APIUpgraded and Developed Various Company Tools • Procurement Log: Excel/VBA workbook which synced with current schedule to calculate material procurement dates • Xcelerator: VBA Application which created a customized formatted report from Navisworks clash detection exports • Navisworks C# Plugin: Added cluster grouping to Navisworks clash detectionsCreated Company Wide Training Documentation/SOPs • Created new company procedures manual, including instructional videos and SOPs • Travelled throughout California to train staff on new company procedures and various construction softwareSkills Used: Wireframe Development, Meeting Coordination, App Development, Project ManagementTechnologies Utilized: ASP.NET, MVC, C#, SQL, Git, Entity Framework, React.js

Managed construction close out on Manhattan Beach Library.- $26 million project- Coordinated punch walk and compiled punch reports. - Set up digital Close Out Manual- Managed various trades on finishing punch report items- Coordinated all final tests for LEED Certification (LEED Gold)

Office work, Asphalt design input into Asphalt QC, Lab testing