Summary
Overview
Work History
Education
Skills
Additional Information
Timeline
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Sopheng Sok

San Francisco,CA

Summary

Detail-oriented professional currently engaged in a fast-paced renewable energy data environment, where top priorities include efficiency, accuracy & client interests. Highly proficient in the use of various software package such as in Python, SQL, Data Visualization/report tools such as Tableau & PowerBI. Impassioned by discovering data-driven solutions for resolving complex business problems and eager to further exhibit skills in the field of data analytics.

Overview

16
16
years of professional experience

Work History

Assistant Manager

Comerica Bank
09.2019 - Current
  • Formulated and mentored team of 4 business activists to improve loan operations and risk management resulting in satisfactory performance from 2021 to 2023
  • Analyzed cash flow statement, income statement, balance sheet and interpreted ratios before submitting to CLC for both consumer and commercial loans resulting 102% achieved against target of 2022.
  • Quantitative and Qualitative analysis on business’s performance, financial condition, and exposure to macro factors such as country risk and economy cycle in accordance with Bank’s policy.
  • Applied stress testing scenario to assess potential impact on portfolio and analyzing result, stayed up to date with changed in credit regulations and laws as well as latest industry trends and developments.
  • Oversaw and monitored loan closing process and ensured 100% followed all procedures and compliances.
  • Collaborated frequently with related departments, extending relationships and support teams and controlled credit quality by 100% in successful rating.

Data Scientist Intern

CareerEra
12.2022 - 12.2023
  • Utilized NumPy, Pandas, Matplotlib & Seaborn libraries in Python to execute univariable & multivariable analyze, discerning relationships between important variables
  • Created data visualization graphics, translating complex data sets into comprehensive visual representations.
  • Conducted thorough exploratory data analysis to identify patterns and trends, informing project direction.
  • Optimized machine learning algorithms by incorporating data preprocessing and feature engineering techniques.
  • Applied appropriate data science techniques to solve business problems.
  • Implemented randomized sampling techniques for optimized surveys.
  • Developed and coded software programs, algorithms and automated processes to cleanse and evaluate large datasets from multiple disparate sources.
  • Evaluated model performance using appropriate metrics such as precision, recall, F1-score, and ROC-AUC curve analysis.
  • Explored advanced machine learning techniques like deep learning and reinforcement learning to solve complex problems within organization's domain scope.
  • Applied time series forecasting models to predict future sales trends, aiding in strategic resource allocation decisions.

Branch Administration

Bank Of The Orient
07.2019 - 09.2019
  • Provided technical and operational support to all branches and maintained professional relationship to resolve all issues at branch level resulting 100% problem free.

Branch Manager

RHB Banking Group
07.2015 - 08.2018
  • • Played key role in developing and implementing new member onboarding program, led multiple loan originator team to achieve 100% goals, coaching and mentoring team to ensure 100% consistency performance.
  • • Credit Risk Assessment, and Loan Closing worth $39M in first year of operation in 2016.
  • • Conducted comprehensive financial reviews, identified, addressed, and highlighted potential credit risks and implemented strategies to mitigate those risks.
  • • Reviewed, monitored, and made recommendation on applications to ensure quality credit by following compliance and company policy, communicated decision to clients.
  • • Recovered over $1M in delinquent accounts within 12 months by employing efficient collection strategies, negotiated payment plans, and worked closely with legal teams and real-estate teams, significantly reducing company’s charge-off ratios by 2%.

Corporate Relationship Manager

CIMB Bank
04.2011 - 07.2015

Deputy Branch Manager

Cambodian Public Bank
01.2008 - 04.2011

Education

Associate of Applied Science - Data Science

CareerEra
San Francisco
12.2023

MBA - Finance

Hult International Business School
San Francisco
08.2019

Bachelor of Science - Management

National University of Management
Cambodia
01.2005

Bachelor of Science - Mathematics And Computer Science

Royal University of Phnom Penh
Cambodia
01.2004

Skills

  • Python
  • SQL
  • Data Visualization (PowerBI, Tableau)
  • Microsoft Office/Excel
  • Data Mining/Modeling
  • Reinforcement Learning
  • TensorFlow Framework
  • Machine Learning

Additional Information

  • Certifications: “Credit Risk Analysis” “Business Lending” “Trade Finance Concept” “CoStar Recognition”
  • Data Knowledges: Data Science, Data Analysis, Data Strategy and Leadership, Supply Chain Analytics
  • Languages: Khmer (Native), English (Proficient), Chinese (Proficient

Timeline

Data Scientist Intern

CareerEra
12.2022 - 12.2023

Assistant Manager

Comerica Bank
09.2019 - Current

Branch Administration

Bank Of The Orient
07.2019 - 09.2019

Branch Manager

RHB Banking Group
07.2015 - 08.2018

Corporate Relationship Manager

CIMB Bank
04.2011 - 07.2015

Deputy Branch Manager

Cambodian Public Bank
01.2008 - 04.2011

Associate of Applied Science - Data Science

CareerEra

MBA - Finance

Hult International Business School

Bachelor of Science - Management

National University of Management

Bachelor of Science - Mathematics And Computer Science

Royal University of Phnom Penh

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Sopheng Sok