Ayingharan Sivalingham
@ayingharansivalingha1
I build data-driven machine learning solutions and keep critical broadcast systems running.
What I'm looking for
I've kept high-availability broadcast operations running at Independent Television Network, monitoring Master Control Room systems, resolving live transmission faults, and maintaining accurate operational records for more than 15 years.
Through my MSc Computer Science project, I built an end-to-end property investment analyser using Python, SQL, TensorFlow/Keras, XGBoost, TabNet, Flask, and SHAP. I cleaned and modelled real-estate data to deliver tax-fairness and investment-risk predictions with R² of 0.94, alongside 88% zoning-classification accuracy, and I’m now looking to bring my analytical, troubleshooting, and technical-operations background to UK data, IT, cloud, networking, or broadcast technology roles.
Experience
Work history, roles, and key accomplishments
Technical Officer
Independent Television Network Pvt Ltd
Jun 2011 - Sep 2024 (13 years 3 months)
Operated and monitored Master Control Room systems in a high availability environment, supporting daily transmission schedules, commercial line ups, trailers, live/OB broadcasts and recordings. Maintained broadcast continuity by identifying, diagnosing and resolving technical faults under strict time pressure.
Education
Degrees, certifications, and relevant coursework
Coventry University
Master of Science, Computer Science
2024 - 2025
Grade: Merit
MSc Computer Science with Merit, covering artificial neural networks, machine learning, big data, web applications, and security.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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