MUHAMMAD IBRAHIM GIMBA

Data Scientist | AI/ML Engineer

13A 64 Crescent, 6th Avenue Gwarinpa, Abuja, 900108, Abuja, NG.

About

Highly analytical professional with 5+ years of experience in project management and operational analytics, strategically transitioning into AI/ML and Data Science. Proven ability to leverage Python, data analysis, and machine learning for predictive modeling and recommendation systems, translating complex business challenges into data-driven solutions. Combines strong analytical acumen with practical execution to drive informed decision-making and enhance system performance.

Work

AIS ENTERPRISES NIGERIA LIMITED

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Co-founder and Project Manager (Hybrid – Full Time)

Gombe, Gombe State, Nigeria

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Summary

Led the development of data-driven tracking systems and optimized operational workflows, contributing to significant business growth.

Highlights

Analyzed key performance indicators (KPIs) and identified critical operational trends, directly informing and supporting strategic business decisions.

Streamlined and optimized operational workflows, directly contributing to a notable 20% cumulative business growth over tenure.

Established structured reporting frameworks, enabling data-driven performance evaluation and fostering continuous improvement initiatives.

NIGERIAN TULIP INTERNATIONAL COLLEGES

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IT Specialist / Project Coordinator (Remote – Part Time)

Abuja, FCT, Nigeria

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Summary

Designed and implemented data-driven dashboards and streamlined task management to optimize workflow performance and reporting.

Highlights

Developed comprehensive dashboards and reports, enabling real-time tracking of workflow performance and key response metrics.

Optimized task management processes, resulting in improved turnaround efficiency and project delivery timelines.

Managed and supported data handling processes, ensuring accurate and structured reporting for continuous monitoring and analysis.

GALAXY UNIPREP CENTRE

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IT Specialist Intern (NYSC)

Abuja, FCT, Nigeria

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Summary

Provided essential technical and operational support to ensure seamless system workflows and maintain high system reliability.

Highlights

Delivered critical technical and operational support, maintaining uninterrupted system workflows and ensuring high availability for key services.

Diagnosed and resolved performance bottlenecks, enhancing overall system reliability and operational efficiency.

Contributed to structuring digital processes, improving operational efficiency and ensuring data consistency across platforms.

NITDA ICT HUB, FEDERAL UNIVERSITY KASHERE

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Machine Learning Intern

Kashere, Gombe, Nigeria

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Internship

Summary

Developed and tested machine learning models for predictive analysis using Python Compared alternative modelling approaches to determine the most effective solutions

ICT UNIT, FEDERAL UNIVERSITY KASHERE

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Computer Networking Intern

Kashere, Gombe, Nigeria

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Internship

Summary

Assisted in network configuration, system maintenance, and troubleshooting Worked under supervision to maintain network infrastructure and operational continuity

AIS ENTERPRISES NIGERIA LIMITED

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Junior Project Manager (Remote – Full Time)

Abuja, FCT, Nigeria

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Summary

Supported critical data collection, analysis, and process optimization efforts to enhance operational performance and efficiency.

Highlights

Assisted in comprehensive data collection, analysis, and reporting activities to monitor and improve operational performance.

Contributed to process optimization initiatives by implementing structured tracking and enhancing cross-functional coordination.

Identified operational inefficiencies through data-backed insights, supporting management in strategic improvement planning.

Education

Federal University Kashere

Kashere, Gombe, Nigeria
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B.Sc. Computer Science Grade: First Class Honours (CGPA: 4.69/5.00)

Languages

English

Native

Turkish

Conversational

Certificates

Google Project Management Professional

Google

IBM Data Science Professional Certificate (In Progress)

IBM

SAP Business Analyst Professional (In Progress)

SAP

Skills

Core Competencies

Machine Learning & Predictive Modeling, Data Analysis & Statistical Thinking, Data Cleaning, Transformation & Feature Engineering, Model Evaluation & Performance Optimization, Process Automation & Workflow Optimization, KPI Analysis & Business Intelligence, Structured Problem Solving, Cross-Functional Collaboration.

Programming & Data

Python (Pandas, NumPy, Scikit-Learn), SQL (MySQL, SQLite).

Machine Learning

Supervised Learning (Regression, Classification), Recommendation Systems (Collaborative Filtering, KNN), Model Evaluation & Validation.

Analytics & Visualization

Microsoft Excel (Advanced), Power BI, Data Cleaning & EDA.

Tools & Platforms

Jupyter Notebook, Google Colab, GitHub, Docker, CLI, Asana, Trello, Notion.

Projects

AI-based Pipeline Integrity Monitoring System

Summary

Conceptualized and outlined an AI-powered system designed to monitor pipeline integrity, aiming to enhance safety and prevent failures.

Radiation Monitoring System

Summary

Developed a framework for a system focused on monitoring radiation levels, ensuring safety compliance and data collection for analysis.

Steganalysis (Hybridized LU‑CNN Model)

Summary

Explored and applied advanced machine learning techniques, specifically a hybridized LU-CNN model, for steganalysis to detect hidden information.

House Price Prediction – King County

Summary

Developed and evaluated regression models to predict housing prices using a structured dataset from King County.

Book Recommendation System

Summary

Designed and developed a collaborative filtering-based book recommendation system leveraging K-Nearest Neighbors (KNN) algorithms.

Stock Analysis (Hybrid LSTM‑CNN Model)

Summary

Developed a sophisticated deep learning model combining LSTM and CNN architectures for advanced time-series stock price prediction.

Demographic Income Analysis

Summary

Performed comprehensive exploratory data analysis on income datasets to uncover demographic trends and patterns.

Collabosave (Financial Collaboration Platform)

Summary

Designed the workflow structure for a collaborative financial interaction platform, applying logical and data-driven design principles.

Awards

Associate Member

Nigerian Society of Data Analysts and Business Intelligence Experts

Volunteer

Volunteer

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Amnesty International Nigeria (AIN)