Rukshan Edirisinghe

Rukshan Edirisinghe

Data Scientist
Sri Lanka

نبذة عني

As an enthusiastic undergraduate deeply passionate about data science and armed with a strong scientific foundation, I am committed to extracting actionable insights from data and researching Innovative AI and Deep learn…

الخبرة

data Scientist

Epic Lanka Pvt Ltd
Nov 2023 - حتى الآن · 2 سنوات 7 أشهر

Leading various data science projects aimed at deriving actionable insights for business decision-making.
Developing advanced models, such as Convolutional Neural Networks (CNN), for tasks like reflection identification and light exposure detection according to ICAO standards.
Creating predictive models for tasks like credit card defaulting and basket movement prediction.
Playing a key role in creating Mobile Dashboard Systems for banking institutions, enabling real-time analytics and insights using Power BI.
Spearheading the development of a Fully Functional Dashboard System using PowerBI for the HR Division, enhancing workforce visibility and decision-making processes.

KEY PROJECTS

Epic Lanka (Pvt) Ltd

Developed a Convolutional Neural Network and pixel level calculation to identify the reflection on glass and detect the light exposure according to the ICAO standards in the Photo Studio Solution and calculate face LAB value
Researched and developed a credit card defaulting and basket movement prediction model - Regression
Developed mobile dashboard system for BOC bank using Power BI for Lease & Loan, Credit Cards, and Pawning in ACRS project
Built template identification model for Ceylinco Life (CNN)
Developed Power BI dashboards for BOC bank regarding customer segmentation based on the available analytical data
Developed mobile dashboards for NDB bank using Power BI
Developed a fully functional dashboard system using Power BI for the HR Division of Epic Lanka to enhance workforce management
Enhanced workforce visibility, decision-making, leave management, and attendance tracking
Included performance improvement measures, strategic HR planning, and continuous improvement through impact assessments
Resulted in maximized human resources efficiency

المهارات

الذكاء الصناعي خوارزميات تعلم الآلة باور بي آي Python SQL JavaScript PHP HTML SSMS MySQL Workbench Oracle SQL Developer Postgres SQL Tableau SPSS VSCode Anaconda Google Colab Excel Jaspersoft Photoshop Premiere Pro Azure warehousing AI Machine Learning ANN CNN RNN NLP LLM Gen AI XAI Pytesseract NumPy Pandas OpenCV Scikit-learn TensorFlow Keras PyTorch Matplotlib Seaborn XGBoost Tkinter Internet of Things Analytical skills Problem-solving skills Communication Data storytelling Report writing Presenting Curiosity Quick learner
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