Ibekwe Kingsley

✦ AI Engineer

Hi, I'm Ibekwe Kingsley

AI Engineer | Applied AI Systems | Intelligent Agents

A knowledge-driven AI/ML Engineer and Python Developer with deep expertise in building applied AI systems, intelligent agents, and data-driven solutions. Passionate about leveraging machine learning, deep learning, and NLP to solve complex real-world problems across industries.

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Years Experience

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Projects Built

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Communities

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Speaking Events

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Articles & Papers

Experience.

Professional journey in AI and data science

Data Scientist

Jun 2025 – Present

PericulumFull-time

  • Optimized data pipelines and automated ETL processes to improve accuracy, efficiency, and scalability of financial data analysis. with cross-functional teams to implement machine learning models for fraud detection, risk assessment, and customer segmentation.
  • Developed and Refined algorithms for data processing, risk management and credit scoring engine for financial applications.
  • Maintaining API enabled data analytics and credit scoring engine that provides predictive analysis into customers financial health data.

AI/ML Engineer

May 2025 – Present

Nsibidi Fables LtdContract

  • Implemented text-to-image generative models on cloud GPU infrastructure, supporting scalable image generation for internal animation teams.
  • Engineered machine learning–based sketch-cleaning pipelines that converted rough artist inputs into production-ready assets, reducing manual cleanup time by 30%.
  • Fine-tuned Stable Diffusion models using LoRA adapters, improving stylistic consistency and reducing prompt variance for company-specific visual IP

AI/ML Engineer

Nov 2024 – Apr 2025

Quantum Side TechnologiesContract

  • Performed data analysis and visualization to support business decisions.
  • Built predictive models for customer behavior and churn analysis.
  • Automated data pipelines using Python and SQL.
  • Presented findings and insights to senior leadership.

Data Science Intern

Mar 2023 – Sep 2023

Wiretooth TechnologiesInternship

  • Performed data analysis and visualization to support business decisions.
  • Built predictive models for customer behavior and churn analysis.
  • Automated data pipelines using Python and SQL.
  • Presented findings and insights to senior leadership.

Virtual Experience Program

Jan 2023 – Feb 2023

British AirwaysProgram

  • Completed a data science simulation focused on customer review analysis.
  • Built a predictive model to understand factors influencing buying behavior.
  • Applied web scraping techniques to gather customer feedback data.

Open Source Contributor

Jun 2020 – Jan 2025

OmdenaCommunity

  • Contributed to global AI projects addressing real-world social challenges.
  • Collaborated with international teams on NLP and computer vision tasks.
  • Developed and deployed ML models for healthcare and environmental projects.

AWS Community Builder

2022

Amazon Web ServicesCommunity

  • Selected as an AWS Community Builder for Machine Learning.
  • Created content and shared knowledge about AWS ML services.
  • Engaged with the global cloud and AI community.

Lead Data Scientist

2022 – 2024

Network UNNLeadership

  • Led a team of data science enthusiasts in research and project development.
  • Organized workshops and bootcamps on Python, ML, and data analysis.
  • Mentored junior members in building end-to-end data science projects.

Intern

2020

HamoyeInternship

  • Completed an intensive data science internship program.
  • Built regression and classification models on real-world datasets.
  • Gained hands-on experience with Pandas, Scikit-learn, and data visualization.

About Me.

I am an AI-focused developer with a strong passion for building intelligent, real-world solutions that solve meaningful problems. My work sits at the intersection of machine learning, backend engineering, and user-centered design, where I focus on creating systems that are not just technically sound, but also practical and impactful.

I have experience developing AI-powered platforms, including voice agents for real estate onboarding, personalized recommendation systems, and educational tools that generate dynamic content from user inputs. My approach emphasizes scalability, efficiency, and seamless integration of technologies such as large language models, speech processing, and vector databases.

Beyond building systems, I enjoy tackling complex challenges like user behavior prediction, personalization, and accessibility—especially in areas that improve how people interact with technology. I am continuously exploring new advancements in AI and finding ways to apply them to products that deliver real value.

I'm driven by curiosity, innovation, and the goal of creating solutions that make everyday processes smarter and more intuitive.

AI / ML

Machine LearningDeep LearningNLPAI EngineeringComputer Vision

Languages

PythonTypeScriptHTML/CSS

Frameworks

LangChainCrewAILlamaIndexTensorFlowScikit-learnFastAPICohere

Cloud

AWSGCPAzure

Other

Data ScrapingSentiment AnalysisTechnical WritingTeam Leadership

Publications.

Research papers and academic contributions

Electric Load Demand Forecasting for 2020–2030 Using Artificial Neural Networks

Ibekwe Kingsley et al.

Undergraduate Research Publication2023
View

Speaking.

Talks and workshops at community events

Catalyzing Africa DeepTech Ecosystem — photo 1
Catalyzing Africa DeepTech Ecosystem — photo 2
DeepTech Africa Summit
1 / 2

2026

Catalyzing Africa DeepTech Ecosystem

I gave a detailed talk on how we are building cutting edge tools for African animation ecosystem.

Breaking Tech barriers — photo 1
Breaking Tech barriers — photo 2
Breaking Tech barriers — photo 3
Arbitrum
1 / 3

2024

Breaking Tech barriers

I spoke on how to get started with Data Science and how to build a career in Data Science.

Career Symposium — photo 1
Career Symposium — photo 2
Career Symposium — photo 3
AIESEC in Enugu
1 / 3

2024

Career Symposium

I spoke on the challenges faced by begineers in tech and how to overcome them.

Let's Connect.

Open to collaboration, consulting, and new opportunities

Whether you're looking to build AI-powered products, need consulting on ML systems, or just want to chat about the latest in AI — I'd love to hear from you.