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Jaelin Lee

Jaelin Lee

ML Engineer

Omdena

Technologies

My Portfolio Highlights

My New Course

Introduction to SQL

My New Workspace

Getting Started with the OpenAI API and ChatGPT

My New Workspace

Competition - HR Analytics in Tableau

Insightful strategist, envisioning new possibilities through data foresight.

My Work

Take a look at my latest work.

workspace

Competition - HR Analytics in Tableau

workspace

Getting Started with the OpenAI API and ChatGPT

workspace

Course Notes: Market Basket Analysis in Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Omdena | Mar 2023 - Present

Lead ML Engineer

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
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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

Jaelin Lee

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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