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Ilma Ilyas

Data Scientist & AI Solutions

Sri Lanka

@ilma_ilyas

0 followers

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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

  • Data & Business Management Associate
    Wood Couture
    Jan 2026 – Present
  • Business Analyst
    Cocoon
    Oct 2025 – Present
  • Resource Designer & CS Lecturer
    Muallemi Pvt Ltd
    Jul 2023 – Nov 2024
  • Mathematics Tutor
    Third Space Global
    Apr 2020 – Jun 2023

Education

Skills

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
SQL ETL Jira MySQL NumPy React Scrum Excel Agile GitHub Python Pandas Tableau MongoDB Node.js Power BI LangChain Matplotlib TensorFlow SQL Server Rapidminer Data Cleaning Documentation Data Modeling KPI reporting LLM evaluation Oracle software Machine Learning Process analysis Data Visualization Prompt Engineering User Story Mapping Feature Engineering Workflow Automation Project Coordination Dashboard Development Stakeholder Management Requirements Gathering API Integration Understanding

Projects

  • Management system for rice millers
    Agile, Sales Management System

    Agile-based sales management system to streamline operational workflows and improve business efficiency for rice mill operations.

  • Health Sector Data Analytics
    Predictive Analytics, Dashboards

    Built predictive analytics models and dashboards to estimate heart attack risks using healthcare datasets.

  • Application of Data Mining in Banking
    Machine Learning, Data Mining

    Applied machine learning and data mining techniques for fraud detection and automated risk assessment, including feature engineering and model evaluation.

  • Smart Metering System for CEB
    GIS, 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.

  • AI Workflow Automation & Agentic Systems
    LangChain, LLMs, API Orchestration

    Ongoing project exploring prompt engineering, LLM integrations, and intelligent automation systems for business process optimization.

  • Jobs Market Analytics Dashboard
    Power 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

  • Top-performing tutor

    Recognised for communication excellence and student outcome improvements.

⚽ Extracurricular activities

  • Toastmasters International

    Member

  • Kandy Rotaract Club

    Member

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💬 Q&A Ask about roles, salaries and interviews — and help others. 👥 Circles Join discussions on skills, companies and industries. 📰 Feed Follow updates and insights from the community.
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