Cognifit: Improving Cognitive Abilities Through an AI-Driven Gamified Training System. Working with 50 ML Engineers across the globe. Developed a hybrid recommendation system. A personalized ML model is deployed to AWS via Fast API. https://www.cognifit.com

Omdena | Dec 2022 - Mar 2023

Lead ML Engineer

SmartTraffic: Task Leader - Highway traffic prediction from live camera APIs using computer vision.

Kaggle | Dec 2022 - Mar 2023

KaggleX BIPOC Mentee 2023 - MLOps, Computer Vision

KaggleX Final Project Showcase - Receipt OCR | MLOps (8min video) https:// youtu.be/gakzGz-rWCk GitHub source code: https://github.com/jaelin215/wesplit-demo/tree/flask

MillionLives.ai | Jan 2022 - Present

iOS Developer for AI | ML Engineer | Data Scientist

Develop AI-empowered mobile apps that impact the lives of millions for social good. Projects include, but not limited to: - Reduced time by 700% for a local library to manage their book inventory - Scanned/Analysed/visualised book inventory (NLP, Python) - Created a SQL database, extracted book info from open API, and deployed an iOS & web app for book add/edit/remove/search features (SwiftUI, PostgreSQL, GCP) - Recommended actions for US EPA to achieve environmental justice by reducing disparity of 5 major air pollutants in different demographics in the US

Tiree | Mar 2021 - Dec 2021

Project Manager

Consultant to Federal Government of Canada.

MP Lundy Construction Inc. | Jun 2020 - Feb 2021

Strategic Innovation & VDC Manager

- Led up to CAD $75 Million construction projects’ data analytics, data management, data design, data visualization (Also known as: Building Information Modeling). - Eliminated $1M in revenue loss by discovering insights from construction data which included text, 2D drawings, 3D pointclouds, and 3D models for commercial-building projects. - Brought efficiency to financial data management by automating project management process with Python script. - Presented as a speaker/panelist in the industry events. - Presented as a technical expert for 20+ business development presentations together with CEO which brought in new partnerships and businesses as a result. Project: Canadian Tire Flagship Store (40million)

Algonquin College of Applied Arts and Technology | May 2020 - Aug 2020

Part-Time Professor

BIM Lifecycle Management program; BIM/VDC Workflow and Collaboration II - Taught students in construction data analytics, data management, data utilization skills using 3D visualization softwares (Also known as: Building Information Modeling). - Led a research project as a principal investigator for digitizing Canadian Museum of Nature building to an accurate 3D representation using LiDAR and Photogrammetry scanning.

MP Lundy Construction Inc. | May 2019 - Jun 2020

Building Information Modeling / Virtual Design & Construction Coordinator

Projects: Giant Tiger Head Office (65 million), Chateau Laurier Hotel Addition (75 million), and supported many other smaller interior renovation/fit-up projects using 3D photogrammetry scanning (Zafin, Huwei, Constitution Square, Alta Vista Animal Hospital, etc.), construction site monitoring with drone flight

Husky Energy | May 2013 - Jun 2016

Innovation Engineer - EIT

technology evaluations as a research engineer. I implemented hand-picked technologies as a project manager in the Emerging Technology Deployment team in Oil Sands Subsurface department. Projects include but not limited to: - Led an external Data Science / ML consultant team for 6-months AI project to predict / optimize oil production in an oil sands asset using time-series field operational big data. - Obtained funding approvals from C-level executives (from IT, Business Development, and Oil Sands) by preparing / presenting the project idea with financial and technical report together with the department Manager. - Translated business requirements into clear data analytics problem statement. - Selected top 5 technologies out of 200+ technologies by assessing them in all areas including technical viability, economical viability, environment impact. - Collaborated with JIP industry partners, university consortia, and the Government. - Led cross-departmental communications between internal/external business stakeholders and technical subject matter experts.

Acero Engineering | Feb 2013 - May 2013

Project Engineer - EIT

I worked on industrial projects in Engineering, Procurement, and Construction Management firm. Projects include but not limited to: - AutoCAD drawings, MEP/piping design (P&ID, PFD) reviews, quantification, specifications, calculations, code and standard (ANSI, ASME, ISO, etc.), scheduling, cost, bid package, project management support, meeting coordination. - Pipelines, energy storage buildings, facility expansions with HVAC equipments, pumps, temperature/pressure sensors, valves, etc.

Biopower Canada | Jan 2011 - Jan 2012

Founder/Project Manager

I led an entrepreneurial project to promote zero-waste, food waste-to-energy applications for institutional, commercial, educational buildings. - Won 3 entrepreneurship competitions with a total $15,000 award. - Featured in Ottawa Business Journal. - Designed a system that combined biogas, solar, water treatment, and fertilizer. - Built a team, and together, created a business plan which included technology summary, business model, financial plan, industry partnership MOU, risk analysis, regulations, and exit strategy.

General Motors | May 2008 - Apr 2010

IT Technical Field Support

- IT software, hardware trouble shooting on-site serving 250+ international senior/executive level employees in 80% English / 20% Korean. - Windows OS installation, BlackBerry & IBM Lotus Notes Mail server migration, preparing a deployable laptop equipped with department specific programs.

My Education

Take a look at my formal education

Professional certificate, Applied Data Science Program · (May 2022 - AugustMassachusetts Institute of Technology | 2022

HVAC Load Analysis | Lifecycle AssessmentBritish Columbia Institute of Technology | 2022

Energy Modelling for Building Professionals · (September 2021 - DecemberBritish Columbia Institute of Technology | 2021

College Certificate - Full-Time Online, Building Information Modelling (BIM) TechnicianDigital School Technical Design College | 2019

Master's degree, Chemical EngineeringUniversity of Ottawa / Université d'Ottawa | 2012

About Me

Data nerd. Love making sense of the world we live in with data science. Enjoy end-to-end AI application development /deployment. From data gathering from API, SQL, NoSQL to deploying ML models to web app and iOS. Computer vision, Recommender systems.

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