Technopreneurship (A View of Technology, Innovations and Entrepreneurship)
Summary
A publication exploring the intersection of technology, innovation, and entrepreneurship, providing insights into the dynamics of technological ventures.
About
Highly analytical Data Science professional with over five years of experience, adept at integrating advanced analytics and cybersecurity practices to enhance decision-making and organizational efficiency. Skilled in applying machine learning and statistical methods to solve high-priority issues, creating impactful visualizations, and leading cross-functional teams. Passionate about continuous learning and translating complex problems into actionable insights, driving innovation and policy outcomes in both public and private sectors.
Work
Lighthouse Labs.
|Upskilling Cybersecurity Analyst – Forensics Track
Winnipeg, MB, Canada
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Summary
Led forensic analysis and digital investigations within a cybersecurity capstone project, developing solutions that reduced incident response time and enhanced threat detection.
Highlights
Led forensic analysis of a suspected data breach, identifying initial entry vectors and malware, and reducing incident response time by 20% through detailed reports and remediation recommendations.
Conducted in-depth digital forensics investigations, utilizing tools like FTK Imager and Volatility to extract and analyze digital evidence from compromised systems.
Analyzed malicious software samples to determine functionality and propagation methods, developing signatures and Indicators of Compromise (IoCs) for enhanced detection and prevention.
Utilized Wireshark and other network analysis tools for network traffic analysis, identifying anomalous activity and potential security threats.
TTEC Holdings Inc.
|Data Analyst
Winnipeg, MB, Canada
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Summary
Collaborated with clients to analyze and organize analytic databases, specializing in SQL programming and data warehousing to produce project-specific deliverables and reports.
Highlights
Performed ETL processes to extract, transform, and load financial data from 5+ sources into a centralized data repository, improving data accessibility by 25%.
Developed and maintained data pipelines and ETL/ELT processes, reducing data processing time by 15%.
Facilitated 10+ requirement gathering sessions with stakeholders, translating business needs into precise technical specifications.
Integrated and cleansed data using Power Query, improving overall data accuracy by 20% for critical business insights.
Abraham Adesanya Polytechnic
|Data Analyst (Part-Time)
Lagos, Lagos, Nigeria
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Summary
Collaborated with clients to analyze, plan, and structure analytic databases, serving as a subject matter expert in SQL programming, data warehousing, and relational database management systems.
Highlights
Designed and implemented a scalable data warehouse, centralizing data from 7+ source systems and improving data accessibility by 20%.
Developed over 50 SQL queries and stored procedures, enhancing data processing efficiency by 10%.
Automated ETL processes, reducing manual effort by 25% and streamlining data operations.
Led statistical analysis initiatives, optimizing functionality processes by 15% and improving data processing by 10%.
Conducted exploratory data analyses (Regression), increasing overall efficiency by 15% for key projects.
Abraham Adesanya Polytechnic
|Acting Director Academic Planning
Lagos, Lagos, Nigeria
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Summary
Analyzed and improved the academic structure and operations of a polytechnic institution, collaborating with key stakeholders to enhance academic quality and operational efficiency.
Highlights
Optimized the polytechnic's data infrastructure using SQL, Python, Power Query, and Excel, resulting in a 15% reduction in data processing time.
Developed over 10 analytic dashboards using Power BI, increasing data-driven decision-making speed by 30%.
Applied agile methodologies to manage analytics projects, ensuring the delivery of actionable insights to stakeholders.
Conducted comprehensive SWOT and PEST analyses, identifying key institutional strengths and potential competition threats.
Abraham Adesanya Polytechnic
|Lecturer
Lagos, Lagos, Nigeria
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Summary
Delivered comprehensive lectures in Python, SQL, and Java programming to over 200 undergraduate and part-time students, while managing departmental administrative responsibilities.
Highlights
Delivered lectures to 200+ undergraduate and part-time students in Python, SQL, and Java programming, fostering strong foundational skills.
Published over 5 research papers in peer-reviewed journals, significantly enhancing the institution's academic reputation and contributing to the field.
Managed diverse departmental administrative responsibilities, including student services, recruitment, and committee involvement, ensuring smooth operations.
Avanzar Technologies
|Project Manager / Financial Data Analyst (Contract)
Lagos, Lagos, Nigeria
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Summary
Managed projects and performed financial data analysis, developing learning models to enhance predictive analytics and automate data processing tasks.
Highlights
Developed learning models to enhance financial predictive analytics, identifying key trends and improving KPI visibility by 25%.
Automated data processing tasks using SQL and Python, increasing reporting efficiency by 20% and reducing manual effort.
Education
Lagos State University
Lagos, Lagos, Nigeria
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Bachelors
Electronics & Computer Engineering
Publications
Generations of Mobile Wireless Technology: A Survey and P2P based virtual cluster computing using PIAХ
Summary
A survey of mobile wireless technology generations, including a study on P2P based virtual cluster computing utilizing the PIAX framework.
Capstone LHL project : Incident Response Report on the Extortion Email Forensic Analysis for Premium House Lights Inc.
Published by
Lighthouse Labs
Summary
Detailed incident response report focusing on the forensic analysis of an extortion email, identifying attack vectors and providing remediation strategies for Premium House Lights Inc.
Certificates
CompTIA Security+
Issued By
CompTIA
Lighthouse Lab LHL (Cybersecurity)
Issued By
Lighthouse Labs
MySQL for Data Analytics and Business Intelligence
Issued By
Udemy
Skills
Machine Learning & Optimization
XGBoost, LightGBM, Logistic Regression, SHAP, GridSearchCV, Optuna, Bayesian Optimization, Hyperparameter tuning, Ensemble stacking, Regularization (L1/L2).
Statistical Modeling
Poisson/Negative Binomial/Bivariate Poisson Distributions, Hypothesis Testing, Bayesian Methods, Probabilistic modeling, Statistical analysis.
Programming & Tools
Python (Scikit-learn, TensorFlow), SQL, ETL/ELT, Git, Java, Power Query, Power BI, Excel, FTK Imager, Volatility, Wireshark.
Data Management
ETL/ELT pipelines, Data Cleaning, Relational Databases, Data Warehousing, Data infrastructure development.
Model Evaluation
Precision-Recall Curves, Log Loss, Brier Score, Ensemble Stacking.
Domain-Driven Analytics
Cybersecurity threat modeling, Sports analytics, Process optimization, Academic resource optimization.
Research & Development
Academic writing, Published research, Technical presentations, SWOT Analysis, PEST Analysis.
Feature Engineering
Advanced feature creation, Temporal features, Probabilistic goal modeling, Interpretability using SHAP.
Project & Leadership
Cross-functional collaboration, Agile project management, Stakeholder communication, Technical leadership, Requirement Gathering.
Projects
Football Match Outcome Prediction (Home-Lab Project)
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Summary
Designed a comprehensive predictive pipeline for football match outcomes, focusing on key metrics like BTTS, Over 2.5 Goals, and Halftime Goals.
Financial Trend Prediction
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Summary
Developed gradient boosting models to forecast financial KPIs.
Data Infrastructure Optimization
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Summary
Automated ETL processes to streamline data ingestion and storage.