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Geejamol Geejamol

@geejamolgeejamol

AI/ML practitioner building PyTorch models and deploying them with MLflow and Streamlit.

At Griphold Bolting Solutions, I analysed operational data, contributing to a 15% process-efficiency gain, and built dashboards for key metrics. I also validated datasets and investigated reporting anomalies.

My AI/ML work includes a peer-reviewed paper on anomaly-based intrusion detection using system-call information. In my credit-card default prediction project, I built a PyTorch classifier and used MLflow for experiment tracking and model registration.

At Educomp Solutions Ltd, I led Smart Classroom rollouts at 25+ schools with 100% on-time delivery, coordinated vendors, and trained teachers. After a planned family break, I returned in 2025 to build hands-on PyTorch and MLOps projects.

Experience

Work history, roles, and key accomplishments

Career Break — Family & Professional Development

Self-directed

Feb 2018 - Jan 2025 (6 years 11 months)

Planned break to raise two children; returned in 2025 building hands-on PyTorch and MLOps projects.

PyTorch MLOps Self directed Learning

Data Research Analyst

Griphold Bolting Solutions

Jun 2016 - Jan 2018 (1 year 7 months)

Analysed operational data to find bottlenecks, contributing to a 15% process-efficiency gain. Built performance dashboards and validated datasets to ensure accurate reporting.

Data Analysis Data Validation Dashboarding KPI Reporting Anomaly Detection

Assistant Professor — Computer Science

Lion's School of Business Studies

Aug 2014 - Dec 2015 (1 year 4 months)

Taught Programming, Data Structures and Operating Systems; recognised for creative teaching. Designed lecture notes, lab sheets, assignments and assessment rubrics from scratch.

Teaching Curriculum Design Programming Data Structures Operating System Student Assessment

Program Coordinator — Smart Classroom Technology

Educomp Solutions Ltd

Sep 2009 - Jul 2012 (2 years 10 months)

Led Smart Classroom rollouts at 25+ schools with 100% on-time delivery, coordinating vendors. Designed and delivered hands-on training and supervised a field team.

Technology Deployment Vendor coordination User Training Team Management Project Coordination

Technical Support Executive

Sutherland Global Services

Oct 2008 - Jul 2009 (9 months)

Resolved 95% of user technical issues on first contact, explaining fixes in plain language. Documented issues and fixes for the team knowledge base and ran team training sessions.

Technical Support Troubleshooting Documentation Training