AGYEMANG RICHARD
Prague,Czech Republic
Summary
A versatile and technically proficient data scientist with a strong foundation in Python, SQL, and machine learning, seeking to leverage my skills in a dynamic and innovative team. Passionate about utilizing data analytics and blockchain technology to drive business insights and outcomes.
Overview
9
9
years of professional experience
Work history
Data scientist
Podproza
Prague, Czech
01.2022 - Current
- Developed and deployed machine learning models using SARIMA, Prophet, and Neural Networks, improving Bitcoin lightning channel node predictions by 30%.
- Designed and implemented an all-encompassing dashboard using Python and Streamlit, tailored for cryptocurrency risk management and Anti-Money Laundering (AML) objectives. This innovation facilitated instantaneous risk assessment of our clientele, significantly mitigating fraudulent undertakings by 25%.
- Spearheaded in-depth forensic examinations of cryptocurrency addresses on both Bitcoin and Ethereum Blockchain, leveraging 3rd party APIs combined with nuanced crypto heuristics and sophisticated pattern discernment via the Python data science technology stack.
JAVASCRIPT DEVELOPER
Freelancer
Chengdu, China
10.2018 - 01.2022
- Crafted agile and user-centric web applications leveraging JavaScript, HTML, and CSS, prioritizing superior and fluid user interfaces
- Implemented advanced features using React.js, contributing to a 15% increase in client satisfaction and user engagement
- Collaborated closely with cross-functional teams to align web application functionalities with client requirements.
EXCEL VBA DEVELOPER
University of Cape Coast
Cape Coast, Ghana
05.2015 - 01.2016
- Designed and implemented advanced Excel VBA solutions, streamlining business processes for clients and achieving a 20% increase in operational efficiency.
- Conducted workshops and tutorials in MS Excel, enhancing the productivity of over 100 professionals by teaching advanced features and automation techniques.
Education
Master of Science - Economics and Management
Czech University of Life Sciences
Czech 04.2001 -
Master of Science - Public Administration
Southwestern University Of Finance and Economics
2020
BCom - Accounting and Finance
University of Cape Coast
GhanaSkills
- Python: Pandas, sklearn, Numpy, Pyspark, FastAPI, Pytorch, Fastai
- Data Visualization: Plotly, Matplotlib, Seaborn, Tableau, Streamlit, Reactjs
- Others: Docker, SQL, Shell script, Kubernetes, Neo4j
- I am a diligent and enthusiastic learner, adept at analyzing substantial research and data to craft concise and Compelling stories for stakeholder presentations
Interests
Educational Content: Developing and maintaining a personal website focused on educating about blockchain and data science.
Fast.ai Community Contributor: Active member and contributor to the Fast.ai online community, specializing in deep learning projects and discussions.
Languages
English
Proficient (C2)
Chinese (Mandarin)
Proficient (C2)
German
Elementary
Czech
Beginner
Timeline
Data scientist
Podproza
01.2022 - Current
JAVASCRIPT DEVELOPER
Freelancer
10.2018 - 01.2022
EXCEL VBA DEVELOPER
University of Cape Coast
05.2015 - 01.2016
Master of Science - Economics and Management
Czech University of Life Sciences
04.2001 -
Master of Science - Public Administration
Southwestern University Of Finance and Economics
BCom - Accounting and Finance
University of Cape Coast