MAJWEGA JACKSON
Kampala
Summary
Results-driven AI Data Scientist with over 3 years of experience in the financial services and agricultural sector. Adept at leveraging advanced machine learning algorithms, statistical analysis, and data mining techniques to drive data-driven decision-making. Proven track record of developing predictive models that have significantly reduced loan default rates, optimized credit scoring processes, and improved customer segmentation strategies. Strong communicator with the ability to translate complex data insights into actionable business strategies
Overview
2
2
years of professional experience
1
1
Certification
Work History
Data Analyst
Housing Finance Bank
12.2023 - Current
- Partnered with senior management to develop dashboards and visualizations that provide real-time insights into key performance indicators (KPIs), improving decision-making processes.
- Developed and implemented machine learning models to predict customer loan defaults, achieving a 25% reduction in non-performing loans (NPLs).
- Spearheaded a customer segmentation project using clustering algorithms, enabling targeted marketing campaigns that improved conversion rates by 20%.
- Automated data cleaning and preprocessing pipelines, reducing data preparation time by 30% and enabling faster model deployment.
- Collaborated with risk management teams to integrate AI-driven risk assessment models, enhancing the bank’s overall risk management framework.
Research Assistant
The Unity University
06.2022 - 11.2023
- Collaborated with faculty and graduate students on specific research project(s), focusing on specific aspects, e.g., natural language processing, computer vision, reinforcement learning, etc.
- Participated actively in regular meetings with fellow researchers to discuss project updates, challenges faced, and lessons learned during ongoing activities.
- Organized research materials, maintaining a well-ordered workspace conducive to productivity.
- Maintained open lines of communication with project leads and team members for effective collaboration on common goals.
- Conducted literature reviews to support hypothesis development and identify gaps in existing knowledge.
- Developed and optimized machine learning models for specific application, e.g., image classification, predictive analytics, etc. using Python, TensorFlow, PyTorch, and scikit-learn.
- Presented research findings at conferences and workshops, receiving positive feedback for specific achievements.
Education
Master of Science - Data And Sciences, Department of Computer Science and Engineering
BRAC University
Dhaka Bangladesh12.2024
Huawei Certified ICT Associate-Cloud Computing - Cloud Computing Technologies
Huawei
China06.2022
Bachelor of Information Technology - College of Computing and Information Sciences
Makerere University
Kampala09.2021
Skills
- Programming Languages: Python, R, SQL
- Machine Learning: Supervised/Unsupervised Learning, Deep Learning, Neural Networks, NLP
- Data Analysis: Statistical Analysis, Predictive Modeling, Data Mining, A/B Testing
- Tools & Frameworks: TensorFlow, Scikit-learn, Pandas, NumPy, Tableau, Power BI
- Databases: SQL Server
- Cloud Platforms: AWS, Azure, Google Cloud
- Big Data Technologies: Hadoop
Accomplishments
● M. Jackson, G. Marvin, and M. G. R. Alam, “A machine learning approach for employee retention Prediction,” in 2021 IEEE Region 10 Symposium (TENSYMP), 2021| Link: https://ieeexplore.ieee.org/document/9550921
● M. Jackson, G. Marvin, and A. Chakrabarty, “Robust ensemble machine learning for precision agriculture,” in 2022 International Conference on Innovations in Science, Engineering and Technology
●Majwega Jackson, (IC4IR) 2021. “A Machine Learning Approach to Season Prediction Based on Agricultural Input Orders '' (International Conference on 4th Industrial Revolution and Beyond). DOI: https://doi.org/10.1007/978-981-19-2445-3_13
●Majwega Jackson, (CUGH) 2022. “A machine Learning Approach to Farmer’s Health Prediction Based on Agro-Chemical Protective Gadgets Owned” (Consortium of Universities for Global Health): E- Poster Presentation
Certification
January 2021 - September 2021: Huawei Certified ICT Associate-Artificial Huawei Artificial Intelligence Technologies Intelligence (HCIA-AI)
October 2021 - June 2022: Huawei Certified ICT Associate-Cloud Computing Cloud Computing2
Python for Machine Learning: Coursera - On going
Data Science: IBM through Coursera - On Going
Getting Started with Python: Google through Coursera - Ongoing
Research, Skill development(Programming and practicing)
M. Jackson, G. Marvin, and A. Chakrabarty, “Robust ensemble machine learning for precision agriculture,” in 2022 International Conference on Innovations in Science, Engineering and Technology (ICISET), 2022, pp. 1–6. | DOI: 10.1109/ICISET54810.2022.9775879
G. Marvin, M. Jackson, and M. G. R. Alam, “A machine learning approach for employee retention prediction,” in 2021 IEEE Region 10 Symposium (TENSYMP), 2021, pp. 1–8. | DOI: 10.1109/TENSYMP52854.2021.95509212
Majwega Jackson, (IC4IR) 2021. “A Machine Learning Approach to Season Prediction Based on Agricultural Input Orders '' (International Conference on 4th Industrial Revolution and Beyond). DOI: https://doi.org/10.1007/978-981-19-2445-3_13
Majwega Jackson, (CUGH) 2022. “A machine Learning Approach to Farmer’s Health Prediction Based on Agro-Chemical Protective Gadgets Owned” (Consortium of Universities for Global Health): E- Poster Presentation
Languages
English
Native language
Timeline
Data Analyst
Housing Finance Bank
12.2023 - Current
Research Assistant
The Unity University
06.2022 - 11.2023
Master of Science - Data And Sciences, Department of Computer Science and Engineering
BRAC University
Huawei Certified ICT Associate-Cloud Computing - Cloud Computing Technologies
Huawei
Bachelor of Information Technology - College of Computing and Information Sciences
Makerere University
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