Headline

AI/ML Engineer | Machine Learning | MLOps | FinTech | Python | AWS | Docker | Kubernete

About

AI/ML Engineer with an MSc in Financial Technology and hands-on experience building end-to-end machine learning systems, from data preprocessing and feature engineering through model development, evaluation and deployment. Currently building practical ML/AI solutions with a particular interest in financial services, credit risk and predictive modeling. My project work covers production-oriented ML practices including REST APIs, containerization, cloud deployment, CI/CD and model monitoring. Technical Focus: Python | SQL | scikit-learn | XGBoost | FastAPI | Docker | Kubernetes | AWS | MLflow | Git/GitHub Particularly interested in applying machine learning to FinTech, credit risk, fraud detection, banking and financial decision systems. Open to opportunities in Machine Learning Engineering, AI Engineering and Data Science.

Location

Bengaluru

AI stack

antigravity

claude

gemini

notebooklm

notion

ChatGPT

Work experience

Artificial Intelligence Engineer at Rubixe - AI Solutions Company, Sep 2026 - Sep 2026 · 1 mo, Remote, Currently working as an AI Engineer Intern, gaining hands-on experience in the design and development of practical AI solutions. Building experience across AI engineering workflows, with responsibilities and project outcomes to be updated as the internship progresses.

Machine Learning Engineer at Rubixe - AI Solutions Company, Apr 2026 - Sep 2026 · 6 mos, Hybrid, Worked on end-to-end machine learning projects covering data preprocessing, feature engineering, model development, evaluation, optimization, and deployment-oriented workflows. • Developed ML solutions for financial and business prediction problems using Python, Pandas, NumPy, scikit-learn and XGBoost. • Built classification pipelines incorporating feature engineering, cross-validation, hyperparameter tuning and model evaluation. • Worked on production-oriented ML practices including FastAPI, Docker, model serving and MLOps workflows. • Applied Git/GitHub for version control and structured ML project development. • Developed portfolio-grade ML systems focused on translating business problems into deployable machine-learning solutions.

Fulfillment Associate – Automated Printing & Robotics Systems | Amazon at Amazon Fulfillment Technologies & Robotics, Oct 2025 - Jan 2026 · 4 mos, Daventry, England, United Kingdom, Worked in a printing-focused fulfillment center utilizing automated printing machines, conveyor systems, scanners, and robotics-enabled workflows. Supported AI-assisted print-on-demand and fulfillment operations, ensuring accurate execution of automated print jobs. Interacted with automated production lines, coordinating between printing systems, material flow, and robotic transport units. Monitored machine outputs, system status, and workflow consistency, identifying print defects or process deviations. Followed data-driven SOPs to maintain quality, throughput, and operational efficiency in a high-volume automated environment. Gained practical exposure to automation reliability, system optimization, and large-scale operational intelligence. Developed strong skills in structured problem-solving, attention to detail, and process control within technology-driven operations.

Inventory Admin at TK MAXX, May 2025 - Oct 2025 · 6 mos, Maintained accurate inventory records through regular reconciliation and system updates. Ensured data integrity and compliance with operational controls and procedures. Supported audits and variance investigations through structured reporting and documentation. Collaborated with operations teams to resolve discrepancies and improve inventory accuracy

Operations Team Member at TK MAXX, Feb 2025 - May 2025 · 4 mos, • Supported daily store operations at TK MAXX, focusing on inventory handling and stock organization. • Collaborated with team members to enhance workflow efficiency in a high-volume retail environment. • Maintained meticulous attention to detail while managing merchandise and operational systems. • Demonstrated adaptability and a strong work ethic in a fast-paced, customer-facing setting.

Fulfillment Associate – Robotics & Automated Systems | Amazon at Amazon Fulfillment Technologies & Robotics, Oct 2024 - Jan 2025 · 4 mos, Rugby, England, United Kingdom, • Operated in a cutting-edge automated fulfillment center, utilizing robotic drive units and conveyor systems. • Collaborated with human-robot workflows to enhance interaction between robotics systems and operators. • Monitored system performance and process efficiency, ensuring optimal operational conditions. • Developed expertise in automation reliability and fault identification within large-scale systems.

Operations Administrator at The Range, Feb 2024 - Oct 2024 · 9 mos, Coventry, England, United Kingdom, Supported day-to-day administrative and operational activities, helping ensure effective coordination and smooth completion of assigned tasks. • Communicated with team members and stakeholders to coordinate activities, follow up on requirements, and provide timely updates. • Assisted with documentation, record keeping, data entry, file organization, and preparation of reports. • Used Microsoft Office tools to organize information, maintain records, and support routine business activities. • Supported scheduling, task coordination, and administrative processes while working across multiple priorities. • Maintained accuracy and attention to detail when handling business information and documentation. • Collaborated effectively with colleagues and demonstrated strong interpersonal, communication, problem-solving, and time-management skills. • Adapted to changing requirements and supported the team in meeting deadlines and operational objectives.

Education

Master's degree, Fintech, The University of Huddersfield

Bachelor of Technology - BTech, Electronics and Communications Engineering, APJ Abdul Kalam Technological University

Public links

github: https://github.com/rc-mathew

github.com: https://github.com/rc-mathew/rc-mathew.github.io