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Ibrahim Ismaila

Ibrahim Ismaila

Data Scientist | Machine Learning Engineer || Data Analyst

ALX | Abuja-Nigeria

Technologies

My Portfolio Highlights

My New Course

Intermediate Python

My New Course

Intermediate Python

Data whisperer, unlocking the secrets hidden within the numbers.

My Work

Take a look at my latest work.

course

Introduction to Statistics in Python

course

Intermediate Python

github

EngrIBGIT · GitHub

PythonSQLSpreadsheets
course

Introduction to Statistics in Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Introduction to SQL
Introduction to Power BI
Understanding Data Science

My Work Experience

Where I've interned and worked during my career.

alx_africa | Feb 2024 - Present

AiLX Fellowship

Accelerate Your Career programme offered by ALX, This comprehensive hands on programme is designed to equip professionals like me with the essential AI tools and meta skills necessary to excel in the rapidly evolving field of data science. Throughout the programme, I will gain in-depth knowledge of various AI tools, while honing my soft skills and practical abilities. From leadership and communication to entrepreneurship and career success training, I will emerge as a well-rounded professional ready to take on the challenges of the digital future. By the end of the programme, I will not only possess a winning CV and an upgraded personal portfolio, but also the confidence to ace interviews, leverage AI tools to excel at tasks, and take on leadership roles in the workplace. Whether I am currently seeking employment or aiming to upskill for the digital future, this programme is tailored to meet my needs and prepare me for a successful and fulfilling career as a data scientist.
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Zero To Mastery Academy | Dec 2023 - Present

Data Scientist

N/A

WorldQuant University | Nov 2023 - Feb 2024

Data Scientist

The Projects work: 1. HOUSING IN MEXICO: Used a dataset of 21,000 properties to determine if real estate prices are influenced more by property size or location. I imported and cleaned data from a CSV file, build data visualizations, and examine the relationship between two variables using correlation. 2. APARTMENT SALES IN BUENOS AIRES: I built a linear regression model to predict apartment prices in Argentina. I created a data pipeline to impute missing values & encode categorical features, & I improve d model performance by reducing overfitting. 3. AIR QUALITY IN NAIROBI: I built an ARMA time-series model to predict particulate matter levels in Kenya. I extracted data from a MongoDB database using pymongo, & improve model performance through hyperparameter tuning. 4. EARTHQUAKE DAMAGE IN NEPAL: I built logistic regression & decision tree models to predict earthquake damage to buildings. I extracted data from a SQLite database, & reveal the biases in data that can lead to discrimination. 5. BANKRUPTCY IN POLAND: I built random forest & gradient boosting models to predict whether a company will go bankrupt. I navigated the Linux command line, address imbalanced data through resampling, & consider the impact of performance metrics precision & recall. 6. CUSTOMER SEGMENTATION IN THE US: I built a k-means model to cluster US consumers into groups. I use principal component analysis (PCA) for data visualization, & created an interactive dashboard with Plotly Dash. 7. A/B TESTING AT WORLDQUANT UNIVERSITY: I conducted a chi-square test to determine if sending an email can increase program enrollment at WQU. I built custom Python classes to implement an ETL process, & created an interactive data application following a three-tiered design pattern. 8. VOLATILITY FORECASTING IN INDIA: I created a GARCH time series model to predict asset volatility. I acquire stock data through an API, clean and store it in an SQLite database, & built my own API to serve model predictions.

Welup Digital | Aug 2023 - Present

Data Analyst

N/A

Roads Maintenance | Jan 2022 - Present

Civil Engineering Professional

Ultimately, my role as an engineer specializing in highway, street, and bridge construction is intrinsically linked to IT, with a focus on enhancing infrastructure quality, reducing environmental impact, and improving overall transportation experiences for communities. By embracing innovative technologies, I contribute to the development of safer, more resilient, and sustainable transportation networks for the future.

Nile University of Nigeria | Jan 2022 - Present

Civil Engineer | Data Analytics Enthusiast | Content Writer/Reviewer

As a multifaceted professional, I thrive at the intersection of civil engineering, data analytics, and content creation. Leveraging my expertise in Highway and Transportation Engineering, I undertake and oversee projects from inception to completion, ensuring meticulous supervision, execution, and project certification. My role and interests extends beyond traditional engineering as I harness data analytics techniques to optimize loading strategies, enhancing project efficiency and sustainability. Beyond engineering and the world of data, I passionately contribute to the world of content creation. As a skilled content writer and reviewer, I engage in crafting compelling narratives, technical documentation, and industry insights. My analytical mindset, honed through engineering and data analysis, allows me to create informative and engaging content that resonates with diverse audiences. In collaboration with teams and stakeholders, I excel in effective communication and stakeholder management, fostering strong relationships that drive project success. This dynamic blend of civil engineering prowess, data analytics acumen, and content creation finesse uniquely positions me to tackle challenges and seize opportunities across multiple domains, contributing holistically to innovation and advancement.

Government Maintenance Agency | Jan 2019 - Jun 2023

Senior Civil Engineer

My expertise lies in leveraging digital tools and data-driven solutions to optimize the planning, design, construction, and maintenance of transportation infrastructure.

Government Maintenance Agency | Jan 2016 - Dec 2018

Civil Engineer I

• Undertaking site investigations/preliminary surveys on all types of Highway and Civil Engineering infrastructure projects. • Planning and Preparing Engineering Designs for Highway pavements and Drainage structures in Steel, Reinforced and pre-stressed concrete. • Planning/Implementing Transportation and Traffic safety on highways. • Undertaking Environmental planning and storm water control/management. • Preparing and Vetting of Engineering infrastructure project proposals. • Conducting tests on materials for infrastructure projects to ensure sustainability. • Monitoring/ Supervising work and preparing appropriate reports. • Undertaking Research and ensuring compliance with existing Engineering regulations.

(YiSHDA) | Apr 2015 - Dec 2017

Chief Strategist

Achieves operational objectives by planning, reviewing, and completing action plans. • Monitoring and reviewing work done. • Maintaining and participating in professional meetings • Promoting process, strategic planning and performance management • Ensure that all programs are completed in time. • Identifying program requirements, plan and research program model with program officer.

Government Maintenance Agency | Nov 2013 - Dec 2015

Civil Engineer II

• Assessment/supervision on Health Safety and Maintenance. • Report gathering, writing and presentation on all site works • Work on Bill of Engineering Measurement and Evaluation for Tendering. • Machine and equipment supervision to ensure they are in good condition. • Precast/prestressed concrete and geotechnical laboratory works. • Quality control of construction materials.

Youth Initiative for Sustainable Human Development in Africa

N/A

(YiSHDA) | Apr 2012 - Apr 2015

Director Programs

• Project initiation and implementation through research, deliberation with team members • Monitoring of various project sites, leading the team on the visits • Report writing on the progress of projects and proposed projects.

Federal Capital Development Authority (FCDA) | Apr 2013 - Nov 2013

Civil Engineer

I was on the team of supervision of construction of roads projects. I oversee and approved concrete mix designs

Chachanga Local Council | Apr 2012 - Mar 2013

Civil Engineer

I was involved in the following • Planning, Design and Construction of Sustainable Community infrastructure projects such as; Access roads, Drainage and Culverts for storm water control. • Environment pollution management, and erosion control measures • Pavement Strengthening and maintenance.

Federal Capital Development Authority (FCDA) | Jan 2011 - Feb 2012

Project Civil Engineer

The One year Period I awaited My posting for the Compulsory National Youth Service Corps (NYSC), I became involved in supervision of some Infrastructure projects which included construction of roads projects.

Julius Berger Nigeria PLC | Jun 2009 - Dec 2009

Civil Engineer (Internship)

Supervision support team

My Education

Take a look at my formal education

Masters in Engineering, Highway and Transportation Engineering  · (AugustNile University of Nigeria | 2024
Bachelor of Engineering (B.Eng.), Civil EngineeringAhmadu Bello University | 2010

About Me

Ibrahim Ismaila

With a background in Civil Engineering, combining engineering precision with data science expertise. Leveraging data for smarter infrastructure management, my skills in machine learning and analytics redefine decision-making for success and solution

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