About

About Me

I'm an AI/ML Engineer & Data Scientist specializing in Natural Language Processing (NLP), Large Language Models (LLM), Retrieval Augmented Generation (RAG), Agentic AI and AI Agent, Explainable AI, and Computer Vision (CV).

With 5+ years of professional experience, I've built robust full-stack applications using the MERN stack and developed mobile applications with Flutter & Dart. My passion lies in leveraging cutting-edge AI technologies to solve real-world problems and create innovative digital solutions.

  • Full Name: Abubakar Sadiq Muhammad
  • Current Role: AI/ML Engineer & Data Scientist
  • Experience: 5+ Years (Full-Stack & Mobile Development)
  • Location: Abuja, Nigeria
  • Email: abmusadeeq@gmail.com
  • Phone: +234 816 7913 802

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Resume

My Journey

A comprehensive overview of my academic achievements and professional journey in technology.

Education

Academic qualifications and research training

2023 - 2024

Master of Science (Data Science)

University of Technology Malaysia (UTM)

Mar 2023 – Aug 2024

Specialized in machine learning, statistical analysis, and data-driven solutions. Successfully completed thesis on advanced AI applications in real-world scenarios.

Coursework

Business Intelligence & Analytics Big Data Computing Big Data Management Machine Learning Deep Learning Advanced Analytics for DS Massive Data Mining Data Science Governance SQL & MongoDB

Performance

CGPA: 3.65/4.0

Research Title

Sentiment Analysis and Rating Prediction of an Ecommerce Platform in Malaysia using CNN and LSTM

📄 View Paper

Research Supervisor

  • Prof. Dr. Mohd Shahizan Bin Othman
  • Faculty of Computing, UTM
2014 - 2018

Bachelor of Science (Computer Science)

Gombe State University (GSU) - Nigeria

Solid foundation in core computer science principles, data structure and algorithms, database systems, and software engineering.

Performance

CGPA: 4.54/5.0 (First Class Honours)

Research Supervisor

  • Dr Hussaini Adamu
  • Department of Computer Science, GSU
2013 - 2014

Diploma in Computer Science

Pinnacle View ICT - Nigeria

Professional training in computer fundamentals, networking, and IT infrastructure management.

Work Experience

Professional roles and key achievements

Mar 2025 - Aug 2025

Teaching Assistant

University of Technology Malaysia (UTM)

Instructing Object-Oriented Programming and Java courses to undergraduate students. Designed and graded assignments, conducted lab sessions, and provided mentorship to help students master core programming concepts and best practices.

Aug 2023 - Mar 2024

Data Science & ML Intern

Edureka

Developed machine learning pipelines and data analysis solutions. Completed intensive training in advanced ML algorithms and practical implementation of real-world data science projects.

Key Skills

TensorFlow Keras PowerBI NLP Deep Learning Tableau MySQL ETL
2021 - 2025

IT Officer II (Lead Developer)

Abuja Investments Company Limited (AICL)

Spearheaded full-stack development projects using MERN stack. Architected scalable solutions, managed databases, and optimized system performance. Led team of developers and mentored junior staff.

Aug 2020 - Jun 2021

Data Processing Officer

Upper Benue River Basin Development Authority

Organized and maintained project documentation systems. Performed data entry for project reports and monitoring initiatives. Verified data accuracy and maintained file organization. Handled administrative communications and documentation maintenance.

Nov 2018 - Oct 2019

Graduate Assistant

Adamawa State University (Computer Science Department)

Completed compulsory National Youth Service Corps (NYSC) as graduate assistant. Provided technical support to faculty and students. Assisted in laboratory management and student project guidance during the one-year service program.

2017 - 2018

Full Stack Developer

Urmall.ng

Developed and deployed multiple web applications using React, Node.js, and MongoDB. Implemented RESTful APIs and optimized frontend performance for better user experience.

2017 - 2018

Mobile Application Developer

Briatek Computers

Designed and developed cross-platform mobile applications using Flutter and Dart. Achieved 90%+ code coverage and maintained high-quality standards.

2014 - 2015

WordPress Developer & Content Manager

Digital Marketing Agency

Developed and customized WordPress websites for clients. Optimized SEO performance and ensured responsive design across all devices.

Volunteering

Community service and dedicated commitment

Oct 2018 - Oct 2019

Corps Member

National Youth Service Corps (NYSC)

Completed one year one month of national service under the Department of Computer Science. Contributed to community development projects and participated in leadership training programs.

Nov 2018 - Oct 2019

Corps Member

Federal Road Safety Corps (FRSC)

Served as volunteer with the Federal Road Safety Corps, promoting road safety awareness and contributing to community safety initiatives during one-year tenure.

Honors & Awards

Recognition and outstanding achievements

Sep 2018

Best Graduating Student

Department of Mathematics, Gombe State University (GSU)

Recognized as the best graduating student in the Mathematics Department with exceptional academic performance and outstanding contribution to the department.

Sep 2018

Best Graduating Student

Muslim Student Society of Nigeria, GSU

Honored as the best graduating student by the Muslim Student Society, recognizing leadership, academic excellence, and active participation in student community initiatives.

Services

What I Offer

Comprehensive solutions leveraging AI, machine learning, and modern development practices

Stack

My Tech Stack

A showcase of the tools and technologies I work with daily.

Python
R
SQL
JavaScript
Dart
HTML5
CSS3
TensorFlow
Keras
PyTorch
Scikit-learn
LangChain
HuggingFace
Ollama
Pinecone
FAISS
FastAPI
Flask
Node.js
Express
WebSockets
React
Flutter
Streamlit
AWS
Docker
Kubernetes
Firebase
Git
MLflow
n8n
Pandas
NumPy
Matplotlib
Seaborn
Power BI
Tableau
Excel
Python
R
SQL
JavaScript
Dart
HTML5
CSS3
TensorFlow
Keras
PyTorch
Scikit-learn
LangChain
HuggingFace
Ollama
Pinecone
FAISS
FastAPI
Flask
Node.js
Express
WebSockets
React
Flutter
Streamlit
AWS
Docker
Kubernetes
Firebase
Git
MLflow
n8n
Pandas
NumPy
Matplotlib
Seaborn
Power BI
Tableau
Excel

Skills

Technical Expertise

Comprehensive skill set spanning AI/ML, Full-Stack Development, and Mobile Applications

Python (ML/AI)

95%

React.js

90%

Node.js & Express

88%

Flutter & Dart

90%

MongoDB & SQL

85%

TensorFlow & PyTorch

85%

NLP & LLMs

88%

Computer Vision

82%

Projects

Featured Works

A selection of my recent projects showcasing expertise in full-stack development, AI/ML, and mobile applications

AI-Powered News Summarizer & Email Agent

N8NLangChainGrok LLMNewsAPIGmail API
  • Built an autonomous agent that fetches news via NewsAPI, summarises articles using GROK LLM, and emails a formatted HTML report.
  • Implemented tool-calling logic to decide when to fetch news and when to send emails, demonstrating a complete agentic workflow.

Automated Student Engagement Reporting

n8nGoogle SheetsQuickChartGmailLangChain
  • Developed an ETL pipeline for data cleaning, KPI calculation, and dynamic chart generation via QuickChart.
  • Integrated an LLM to produce a narrative summary of engagement metrics and emailed the full HTML dashboard to stakeholders.

Generative AI & RAG Applications (AWS-Deployed)

Llama3.5RAGStreamlitFAISS/PineconeHuggingFaceAWS EC2

A suite of LLM-powered applications deployed on AWS EC2:

  • ChartScholar: Conversational Q&A over uploaded PDFs/charts with cited answers.
  • InsuranceClaimAutomation: Automates claim processing by extracting information and generating summaries.
  • ResearchRagChat: A research assistant that queries scientific papers using semantic search.
  • WebScrapingRagChat: Combines real-time web scraping with RAG to answer queries from online content.

Face Recognition System

PythonOpenCVLBPH
  • Designed an end-to-end, on-device face recognition pipeline using the LBPH algorithm for real-time detection.
  • Integrated the system with an automated attendance logging mechanism.

Sentiment Analysis and Rating Prediction

PythonNLPCNNLSTMPower BI
  • Scraped and cleaned multi-lingual e-commerce review data.
  • Performed EDA, feature engineering, and used SMOTE to address class imbalance.
  • Developed CNN and LSTM models, increasing accuracy to 85%.
  • Built an interactive Power BI dashboard to visualise sentiment trends.

End-to-End Breast Cancer Prediction

PythonFlaskRandomForestAWS EC2
  • Full-stack ML prototype that trains a RandomForest model and exposes a prediction UI via Flask.
  • Includes a standalone data script, web server, Jinja2 frontend, and a remote deployment workflow.

MLOps: End-to-End Model Deployment

DockerKubernetesGitPython
  • Designed a full MLOps pipeline to transition a model to a scalable production environment.
  • Containerised the model using Docker and deployed it locally with Kubernetes.
  • Established a robust workflow from experiment to operational service.

Chest X-Ray Classification

PythonTensorFlowVGG16Streamlit
  • Developed a high-accuracy (91%) CNN model using a pre-trained VGG16 architecture.
  • Implemented a data preprocessing pipeline for image resizing, conversion, and normalisation.
  • Built and deployed a user-friendly Streamlit web application for instant predictions.

Blog

Latest Insights

Stay updated with my thoughts on AI, Machine Learning, and Full-Stack Development

March 2026 AI/ML

Getting Started with Large Language Models

Comprehensive guide on implementing and fine-tuning LLMs for production use cases.

February 2026 Web Dev

Building Scalable Web Applications with MERN

Best practices for architecting modern web applications with MongoDB, Express, React, and Node.js.

January 2026 Mobile Dev

Flutter: Building Beautiful Cross-Platform Apps

Deep dive into Flutter framework and strategies for creating performant mobile applications.

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I'm Available for Freelancing

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Contact

Let's Get In Touch

Have a project in mind? Send me a message and let's discuss how I can help bring your vision to life.

Location

Abuja, Nigeria

Website

amsadeeq.com

Let's Connect

I'm always interested in hearing about new projects and opportunities.