Ilma Ilyas
Data Scientist & AI Solutions
Sri Lanka
@ilma_ilyas
0 followers
About
First-class Computer Science graduate specializing in Business Intelligence, data analytics, and AI-driven process optimization. Experienced in turning raw data into actionable insights through dashboards, data modelling, visualization, and exploratory analysis.
Experience
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Data & Business Management AssociateWood CoutureJan 2026 – Present
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Business AnalystCocoonOct 2025 – Present
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Resource Designer & CS LecturerMuallemi Pvt LtdJul 2023 – Nov 2024
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Mathematics TutorThird Space GlobalApr 2020 – Jun 2023
Education
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BSc (Hons) in Information TechnologyUniversity of West LondonInformation Technology · 2023 – 2024
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Higher Diploma in ITUniversity of ColomboInformation Technology · 2020 – 2023
Skills
- SQL
- Data Visualization
- GitHub
- Python
- Machine Learning
- Power BI
- Prompt Engineering
- Tableau
- MySQL
- MongoDB
- Node.js
- Data Cleaning
- Feature Engineering
- Matplotlib
- NumPy
- Pandas
- React
- TensorFlow
- Jira
- Oracle
- LangChain
- Stakeholder Management
- Requirements Gathering
- Scrum
- Project Coordination
- Documentation
- Data Modeling
- ETL
- Dashboard Development
- Excel
- Workflow Automation
- REST APIs
- Process analysis
- KPI reporting
- SQL Server
- Agile
- LLM APIs
- User Story Mapping
- Rapidminer
- Eda
Projects
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Management system for rice millersAgile, Sales Management System
Agile-based sales management system to streamline operational workflows and improve business efficiency for rice mill operations.
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Health Sector Data AnalyticsPredictive Analytics, Dashboards
Built predictive analytics models and dashboards to estimate heart attack risks using healthcare datasets.
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Application of Data Mining in BankingMachine Learning, Data Mining
Applied machine learning and data mining techniques for fraud detection and automated risk assessment, including feature engineering and model evaluation.
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Smart Metering System for CEBGIS, AI Forecasting, Automated Billing
Designed a smart metering platform integrating real-time meter readings, forecasting, GIS integration, and automated billing. Served as Project Coordinator and Developer.
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AI Workflow Automation & Agentic SystemsLangChain, LLMs, API Orchestration
Ongoing project exploring prompt engineering, LLM integrations, and intelligent automation systems for business process optimization.
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Jobs Market Analytics DashboardPower BI, ETL, Data Modeling, DAX
Designed and developed an interactive BI dashboard to analyze global job market trends, with KPI dashboards, slicers, drill-throughs, workforce trend analysis, and insights into hiring demand, salary benchmarks, and regional trends.
Courses & certifications
- Essential Power BI Training · Luke Barousse
- Machine Learning Using Python
🏆 Achievements & awards
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Top-performing tutor
Recognised for communication excellence and student outcome improvements.
⚽ Extracurricular activities
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Toastmasters International
Member
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Kandy Rotaract Club
Member