Bertilla Miao
Data Science // ex-Amazon, ex-engineer, lifetime-student
- Role
- Data Scientist at Internal Revenue Service
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Bertilla Miao
Data scientist with experience in driving multiple priorities, influencing senior leaders, and mentoring teammates. Leader of small and large teams across geographical and functional boundaries.My current interests are machine learning and statistical analysis in mission-based projects. I enjoy a collaborative environment that is supportive of continuous development.
Experience
Data Scientist
Nov 2023 — Present · Seattle, WA, US
Led and mentored team on model development using supervised and unsupervised machine learning algorithms; effectively managed project by establishing milestones, focusing on deliverables, and controlling scope of technical experimentsNavigated between mismatching expectations and led transition of contractor service to in-house product development; established project priorities, set agreeable goals, and executed action plans to drive project from stagnant status towards a productive outcome Conducted detailed analyses on contractor work products by assessing their statistical applications and data science standard of practice; presented assessment to leadership and other non-technical stakeholders with layman explanation of data science principlesDrove engagement with senior software developers by proactively analyzing and debugging potential customer issues; drove engagement with stakeholders by hosting personalized meetings for data review and building customized statistical analysesSelf-directed to complete training on subject matter knowledge; studied topics on business entities, trust compliance, accounting methodology, tax laws such as the Tax Cuts and Jobs Act (TCJA), the Organisation for Economic Co-operation and Development (OECD) Transfer Pricing Guidelines, and Certified Information Systems Security Professional (CISSP) Cybersecurity
Education
Haslam College of Business at the University of Tennessee
Master of Science - MS, Business Analytics
University of California, Berkeley
Bachelor of Science - BS, Electrical Engineering & Computer Science
Skills
- Ic
- Design of Experiments
- Manufacturing
- Reliability
- Solver
- Analog
- Markov Chain Monte Carlo
- Product Engineering
- Jmp
- Scheme
- Emacs
- C
- Soc
- Asic
- Failure Analysis
- Amplifiers
- Semiconductor Industry
- Java
- Matlab
- Microelectronics
- R&D
- Sas
- Unix
- Ampl
- Monte Carlo Simulation
- Dac
- Analog Circuit Design
- Python
- C++
- Data Analysis
- Lisp
- Power Management
- Reliability Engineering
- Testing
- Electrical Engineering
- Sql
- Mixed Signal
- Semiconductors
- Fortran
- Cmos
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