Richard Lim

데이터 리차드

Founder

CLASS101

Course Instructor

팀스파르타(주) (TeamSparta)

Bootcamp Tutor

Layton Construction

- 사용툴: DOMO, Excel, CMIC, Microsoft Suite

Data Analyst

Amazon

• Built and designed solidated data pipeline to automate the financial reporting delivered to 100 fortune companies.
• Cleansed and delivered finance data into delta lakehouse using AWS stacks (Glue, Cloudwatch, S3) to save 16000 hours in annual average.

Data | BI Engineer

Offerpad

• Assessed & reported real estate KPI based on business demands in the stream of Azure Devops.
• Designed the hypothesis & A/B test for new product design to measure the marketing impacts.
• Implemented competitor Analysis by scraping the web data out of MLS(multiple listing service).

BYU-Pathway Worldwide

• Implemented BI consultant & data architect role for student success team and data team simultaneously
• Managed and optimized the BI system for KPI tracking using Azure blob storage & Azure ML  
• Created and managed +20 data workflows to support business intelligence projects

Azure Data Architect

• Specialized in educational & psychological data architecture technique for Online Course & Student Success
• Executed A/B tests for business strategies and designed data modeling based on data source (CRM, Microsoft SQL server, API)
• Implemented automation workflows for Pathway chat-bot embedded with recommendation ML algorithm.
• Generated and managed Data Governance for identifying how the data generated and where to find.

• Developed prediction models for mentor team targeting not-retaining students
• Generated Web scraping & Natural Language Processing tools to get employment data using R, SQL, and Python.
• Created student performance trend reports and visualized outcomes with Power BI on a weekly basis.

Data Analyst Internship

The Church of Jesus Christ of Latter-day Saints

• Created over 50 data flows to consolidate +10 different API data from on-premise Database to cloud Database
• Took charge of Data warehouse modeling & ETL for family search department within Agile Methodologies
• Automated data migration work to handle big data (+1B rows) into data analytic weekly report using ETL tools (SAP HANA)

Data Engineer Internship

Brigham Young University - Idaho

• Assisted student in learning the programming algorithm and problem-solving technique of OOP with Python.
• Used Jupyter notebook to organize the contents of course including big O-notation, Binary Search Tree, Sorting algorithm, and Data Structure.

Teaching Assistant – Object Oriented Programming

• Mentored student by teaching basic statistics with t-test, ANOVA, linear regression, and proportion test.
• Validated assignment grading for ensuring accuracy and fitness of statistical method and provided feedback on data analysis.

Teaching assistant – BIOSTATISTICS

• Generated interactive location map, word cloud, dashboard presenting spatial info and necessary travel info using R packages related text mining, GIS, and charts.
• Conducted EDA using major U.S cities Airbnb data to construct business map for the benefit of users and hosts

Student Data Analyst

•  Project objective: conducted replication study to provide empirical case for acquiescence and ratio bias
• Utilized R programming, JSAP, Excel to figure out a correlation between acquiescence the level of education
• Structured survey questionnaires using Qualtrics and managed the collected response data to ensure integrity and quality.
• Presented the research analysis outcome on research institution website, authorized by psychology department of BYU-Idaho.

Reseach Assistant

👋  Hi. My name is Richard.
Do you want to know more about me? 

👨‍💻 I have worked with Data.

I have 5 yrs experience with data analytics, business intelligence, data engineering, and cloud engineering. I've worked for the Education, Real Estate, and Fintech fields over 5 years in total. In those times, I've designed, generated and optimized 10+ business solution & products using data.

📊 Now I write, create, and share my thoughts in online space.

Yes. I'm Online Contents Creator and Course Instructor.

My current goal is to help people explore and land the DATA/AI career such as BA, DS, DE. Therefore, I've founded education company 'datarichard'. With around 26k LinkedIn connections, I've designed and created the educational contents and educational products to help data learners navigate data world easily.

👔 Experienced below titles.

- Online Education Special Analyst
- PropTech Data Analyst
- Fintech Data Engineer
- Fintech BI Engineer
- Career Coach & Mentor
- What's next?!

Data Engineer

• Build & Enhanced core ETL pipeline of financial automated reporting for 100 fortune companies.
• connects all of upstream data into one storage using AWS stacks (Glue, Cloudwatch, S3) to save 500 hours in annual basis

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