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I'm a Machine Learning Engineer with 5+ years of experience in production ML systems, model deployment automation, and ML infrastructure orchestration. I specialize in end-to-end ML pipeline development, containerized model serving, and distributed ML systems using cloud-native technologies. I've led ML pipeline automation initiatives that enable data scientists to deploy models to production seamlessly in fintech environments, delivering scalable infrastructure that handles 10x peak loads while maintaining performance and reliability.…I'm a Machine Learning Engineer with 5+ years of experience in production ML systems, model deployment automation, and ML infrastructure orchestration. I specialize in end-to-end ML pipeline development, containerized model serving, and distributed ML systems using cloud-native technologies. I've led ML pipeline automation initiatives that enable data scientists to deploy models to production seamlessly in fintech environments, delivering scalable infrastructure that handles 10x peak loads while maintaining performance and reliability.

Hariz Izzat Bukit Jalil

AI Engineer, Data Scientist, Full Stack Developer, +3

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I'm a Machine Learning Engineer with 5+ years of experience in production ML systems, model deployment automation, and ML infrastructure orchestration. I specialize in end-to-end ML pipeline development, containerized model serving, and distributed ML systems using cloud-native technologies. I've led ML pipeline automation initiatives that enable data scientists to deploy models to production seamlessly in fintech environments, delivering scalable infrastructure that handles 10x peak loads while maintaining performance and reliability.…I'm a Machine Learning Engineer with 5+ years of experience in production ML systems, model deployment automation, and ML infrastructure orchestration. I specialize in end-to-end ML pipeline development, containerized model serving, and distributed ML systems using cloud-native technologies. I've led ML pipeline automation initiatives that enable data scientists to deploy models to production seamlessly in fintech environments, delivering scalable infrastructure that handles 10x peak loads while maintaining performance and reliability.

Available to hire

I’m a Machine Learning Engineer with 5+ years of experience in production ML systems, model deployment automation, and ML infrastructure orchestration. I specialize in end-to-end ML pipeline development, containerized model serving, and distributed ML systems using cloud-native technologies.

I’ve led ML pipeline automation initiatives that enable data scientists to deploy models to production seamlessly in fintech environments, delivering scalable infrastructure that handles 10x peak loads while maintaining performance and reliability.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Malay

Advanced

Work Experience

Senior Machine Learning Engineer at MoneyLion

October 1, 2024 - Present

Lead end-to-end ML solution delivery from design through deployment, monitoring, and continuous improvement. Architected enterprise-grade distributed ML infrastructure using Ray and cloud technologies, scaling systems to handle 10x traffic during major marketing campaigns while maintaining sub-second latency. Collaborated with cross-functional teams to translate operational needs into production-ready AI solutions delivering measurable business impact.

Senior Data Engineer at Mudah.my

September 30, 2024 - September 9, 2025

Led development of a new data warehouse to reduce ingestion load by 20%. Built advanced data loader applications using multi-processing, Kubernetes, and Scala. Implemented Kafka and Pub/Sub for real-time messaging and created dashboards for ML models and business metrics using GCP tools. Mentored junior team members and maintained data warehouses and feature stores enabling data scientists and analysts.

Data Engineer at Mudah.my

December 31, 2022 - September 9, 2025

Developed ML recommender system increasing user engagement by 10%. Implemented CI/CD pipelines for ML models reducing deployment time by 40%. Performed exploratory data analysis, statistical modeling, and optimization using Python, Grid Search, Weights & Biases (WandB), and PyTorch. Built predictive models for customer segmentation and anomaly detection.

Senior Machine Learning Engineer at MoneyLion

October 1, 2024 - Present

End-to-end ML solution delivery from design through deployment, monitoring, and continuous improvement. Architected enterprise-grade distributed ML infrastructure using Ray and cloud technologies, scaling systems to handle 10x traffic with sub-second latency and high availability. Led cross-functional delivery teams and mentored engineers to productionize ML solutions safely in fintech environments. Open to relocation and remote work opportunities.

Senior Data Engineer at Mudah.my

September 30, 2024 - September 9, 2025

Led development of a new data warehouse reducing ingestion and dependency workload by 20%. Built data pipelines using multi-processing, Kubernetes, and Scala; integrated Kafka, Pub/Sub, MongoDB, ScyllaDB, and PostgreSQL. Developed dashboards for ML models and business metrics using GCP tools, BigQuery, and Airflow. Mentored junior team members and provided technical interviews.

Data Engineer at Mudah.my

December 31, 2022 - September 9, 2025

Developed machine learning recommender engine increasing user engagement by 10%. Implemented CI/CD pipelines for ML models reducing deployment time by 40%. Conducted exploratory data analysis, statistical modeling, and optimization using Python, Grid Search, Weights & Biases, and PyTorch. Built predictive models for customer segmentation and anomaly detection.

Senior Data Engineer at Mudah.my

September 30, 2024 - September 9, 2025

Led ML pipeline automation in fintech infrastructure, architected end-to-end ML pipelines using MLflow, Airflow/MetaFlow, and containerized model serving to scale data science workloads. Built production ML platform supporting 30+ production models with 99.9% uptime; implemented monitoring, drift detection, and automated alerting.

Data Engineer at Mudah.my

December 31, 2022 - September 9, 2025

Established enterprise data warehouse and scalable data platform, enabling advanced analytics and ML capabilities across the organization. Implemented CI/CD data pipelines, data quality frameworks, and governance for production ML workloads, reducing operational overhead by 20%.