ABDUL FAYOOM
London,United Kingdom
Summary
Curious and methodical Machine Learning Engineer with a Master’s in Data Science and 8+ years in software engineering. Strong expertise in Python programming, CI/CD pipelines, cloud-based architectures (AWS), and ML automation. Proven ability to design, deploy, and monitor ML models in Development, Staging, and Production environments while ensuring operational excellence, security, and compliance. Passionate about mentoring teams, leading architecture evolution, and driving automation at scale to enhance business impact.
Overview
12
12
years of professional experience
Work history
Application development senior analyst
Mercy to Humanity
London
02.2025 - Current
- Responsible to develop and deploy innovative software applications, enhancing business efficiency and workflow automation.
- Implement advanced encryption algorithms to secure sensitive information, improving data privacy compliance.
- Undertook rigorous system testing, identifying and rectifying critical errors, increasing system reliability.
- Conducted comprehensive market research to identify emerging trends in cloud and AI, influencing strategic development roadmaps.
Machine Learning Engineer
Dell Technologies
Bangalore, India
10.2019 - 10.2023
- Designed and implemented CI/CD pipelines using GitHub Actions, reducing model deployment time by 50%.
- Developed and deployed Python-based ML applications in Dockerized environments, improving model performance by 30%.
- Led cloud infrastructure initiatives on AWS, optimizing EC2, S3, and Lambda resources, cutting operational costs by 20%.
- Monitored ML model health, performance, and business impact, ensuring 99.9% uptime and SLA adherence.
- Built automated testing frameworks (TDD, unit & integration testing) to ensure code quality at scale.
- Mentored junior engineers and provided technical guidance on cloud, MLOps, and Python best practices.
- Collaborated with Data Engineers and Product Teams to integrate ML models into cloud-based applications, ensuring high availability and scalability.
Senior Python Developer
Npower Business Solutions
Swindon, UK
09.2018 - 10.2019
- Built and deployed ML-driven anomaly detection models, reducing fraudulent transactions by 18%.
- Productionized machine learning models using Flask and Docker, improving system reliability and performance.
- Designed and maintained CI/CD pipelines for ML deployments, enhancing deployment efficiency by 35%.
- Worked closely with stakeholders to define key ML-driven business objectives, resulting in improved customer satisfaction scores.
Senior Software Engineer
Wipro Technologies
Hyderabad, India
12.2012 - 09.2018
- Developed automated ML-based data processing pipelines, reducing manual intervention by 50%.
- Designed and deployed API-driven architectures, supporting high-volume ML workloads.
- Implemented cloud-hosted ML solutions using AWS and GCP, improving computational efficiency.
Education
Bachelor of Engineering (BE) - Electronics And Communications Engineering
Osmania University
IndiaMSc - Data Science
London South Bank University
London 04.2001 -
Skills
- Machine Learning & AI: Supervised & Unsupervised Learning, Model Optimization, Deep Learning, NLP
- Programming: Python, SQL, R, Shell Scripting
- ML Model Deployment: ML Models, Performance Tuning, Model Serving
- DevOps: Docker, Kubernetes, Git, CI/CD Pipelines
- Database Management: SQL, PostgreSQL, DynamoDB, Data Processing & Optimization
- Software Development: API Development, Flask, Django, Scalable Systems, Test-Driven Development (TDD), Unit & Integration Testing
- Business Impact & Collaboration: Problem-Solving, Agile Development, Cross-Functional Teamwork
Key Achievements
- Published research on AI-driven image segmentation models using COCO dataset.
- Contributed to AI research in cybersecurity, enhancing intrusion detection with Snort-based ML models.
Timeline
Application development senior analyst
Mercy to Humanity
02.2025 - Current
Machine Learning Engineer
Dell Technologies
10.2019 - 10.2023
Senior Python Developer
Npower Business Solutions
09.2018 - 10.2019
Senior Software Engineer
Wipro Technologies
12.2012 - 09.2018
MSc - Data Science
London South Bank University
04.2001 -
Bachelor of Engineering (BE) - Electronics And Communications Engineering
Osmania University
Similar Profiles
Kimberly StokesKimberly Stokes
Non-Profit CFO at Habitat for Humanity of Smith CountyNon-Profit CFO at Habitat for Humanity of Smith County
Leonardo VelasquezLeonardo Velasquez
Country Manager at Humanity & Inclusion (HI)Country Manager at Humanity & Inclusion (HI)
DOROTHY PARKERDOROTHY PARKER
Peer Recovery Specialist at Rehabilitation Center for Humanity. LLCPeer Recovery Specialist at Rehabilitation Center for Humanity. LLC
Joanne LittleJoanne Little
Director of Curriculam at Newham College Sixth Form CentreDirector of Curriculam at Newham College Sixth Form Centre
Victoria MakindeVictoria Makinde
Volunteer Advocate at Rethink Mental IllnessVolunteer Advocate at Rethink Mental Illness