Transforming complex data into actionable business intelligence and scalable digital workflows.
- 🔭 Currently Leading: End-to-end process identification and digital transformation at BitSlize Concepts.
- 🎓 Advanced Learning: Pursuing an MSc in Data Science at Coventry University, focusing on Machine Learning and Big Data.
- 📊 Proven Impact: 3+ years of experience in telecom and tech environments, specializing in operational analytics and automated reporting.
- 🤖 AI-Driven: Leveraging Claude, GitHub Copilot, and Gemini to accelerate analytical workflows.
- 📍 Based in: Colombo, Sri Lanka.
| Category | Tools & Technologies |
|---|---|
| Programming | Python, R, SQL, MySQL, NoSQL |
| Data Science & ML | Scikit-learn, BERT, NLP, Random Forest, Time-Series Analysis |
| BI & Visualization | Power BI, Tableau, Streamlit |
| DevOps & Tools | AWS, Docker, Git, WorkHub24, VS Code |
| Analytical Concepts | Statistical Modeling, Regression, Sentiment Analysis, BPMN |
A cloud-native multi-agent system generating real-time signals for financial assets.
- Architecture: Orchestrated a four-agent workflow (Market Analyzer, News Retriever, RF Classifier, and Risk Manager).
- Cloud Pipeline: Fully automated via AWS Lambda and EventBridge for daily execution.
- Infrastructure: Managed data persistence with AWS S3 and RDS, with a Streamlit dashboard hosted on EC2.
- Developed a multi-stage NLP pipeline using Python (NLTK, TextBlob) to scrape and analyze Twitter sentiment.
- Built a Random Forest model achieving 94.11% accuracy in predicting stock oscillations on the Colombo Stock Exchange.
- IBM: Data Science Foundations, Big Data Foundations, Data Analysis/Visualization using Python.
- CISCO: Python Essentials, Data Analytics Essentials, Introduction to IoT & Cybersecurity.
- NIBM: Advanced Certificate in Data Analytics.
- 🌐 Portfolio: goyumsamuditha.github.io
- 💼 LinkedIn: linkedin.com/in/goyum-samuditha
- 📧 Email: goyumsamuditha@gmail.com