Shahul Momin
London
Summary
Results-driven Data Scientist with expertise in statistical analysis, machine learning, and data engineering. Proficient in Python, SQL, and cloud platforms like AWS and Databricks. Experienced in developing and deploying predictive models to drive business decisions. Strong problem-solving skills, with a focus on improving model accuracy and operational efficiency. Adept at collaborating with cross-functional teams to deliver data-driven solutions that enhance business performance.
Overview
2
2
years of professional experience
Work history
Data scientist
Project Management Software LTD (EZPS)
London
02.2024 - 07.2024
- Engineered a GPT-4 based chatbot leveraging Retrieval Augmented Generation (RAG) techniques, improving user engagement by 30% through real-time interactive assistance.
- Developed and optimized data preprocessing pipelines using Python, enhancing model accuracy and response times by 20%.
- Integrated chat history features that increased context-awareness, contributing to a 25% rise in user satisfaction scores.
- Collaborated with software engineers to deploy the chatbot on cloud platforms, ensuring scalability and reliability.
Data Scientist - Intern (Remote)
RUBIXE - AI
Bangalore, India
07.2022 - 08.2022
- Data Quality Improvement: Assisted in data cleaning and preprocessing, improving data quality and reducing error rates by 15%, ensuring accurate and reliable data for analysis and reporting.
- Trend Analysis and Insights: Conducted exploratory data analysis (EDA) on datasets containing over 10,000 records, identifying key trends and patterns that supported strategic decisions.
- Statistical Validation: Performed statistical analysis and hypothesis testing (e.g., ANOVA, Chi-square tests) with a 95% confidence level, validating findings for enhanced decision-making.
- Algorithm Development Contribution: Contributed to the development and implementation of machine learning algorithms, leading to a 20% improvement in model accuracy during the project lifecycle.
- Cross-functional Collaboration: Actively participated in team discussions and shared insights, facilitating a 25% increase in project efficiency by streamlining data processing and reporting workflows.
- Methodology Documentation: Documented methodologies and findings in detail, ensuring reproducibility and clarity, which led to a 30% reduction in onboarding time for new team members.
- Stakeholder Presentations: Delivered presentations summarizing work to both technical and non-technical stakeholders, achieving a 90% positive feedback score from stakeholders for clarity and insightfulness.
Education
Masters of Science - Data Science
University of Roehampton
London, United Kingdom 01/2023 - 05/2024
Bachelor's in Computer Science - Computer Science
Shaheed Zulfiqar Ali Bhutto Institute of Science & Technology (SZABIST)
Karachi, Pakistan 09/2017 - 06/2021
Skills
Programming Languages: Python, JavaScript
Databases: SQL, MySQL, MongoDB, Firebase
Machine Learning: Tree-Based Models (Random Forest, XG Boost), Model Training & Evaluation
Data Analysis & Processing: Exploratory Data Analysis (EDA), Feature Engineering, Outlier Handling, Categorical Encoding
Statistical Analysis: Hypothesis Testing (Z-Test, T-Test, ANOVA, Chi-Square Test)
Natural Language Processing: Large Language Models, Retrieval Augmented Generation, Fine-Tuning, LLM Training
Timeline
Data scientist
Project Management Software LTD (EZPS)
02.2024 - 07.2024
Data Scientist - Intern (Remote)
RUBIXE - AI
07.2022 - 08.2022
Masters of Science - Data Science
University of Roehampton
01/2023 - 05/2024
Bachelor's in Computer Science - Computer Science
Shaheed Zulfiqar Ali Bhutto Institute of Science & Technology (SZABIST)
09/2017 - 06/2021
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