I am a Second-Year BSc (Hons) Artificial Intelligence and Data Science undergraduate at Robert Gordon University (RGU) – IIT.

I have a strong foundation in Python, Data Analysis, Machine Learning, and Statistics, with hands-on experience through academic and practical projects. I am passionate about applying AI solutions to real-world problems.

• 🎓 Degree: BSc (Hons) Artificial Intelligence & Data Science – RGU (IIT)
• 🤖 Interest Areas: Machine Learning, Deep Learning, NLP, Computer Vision
• 📊 Strong In: Data Analysis, EDA, Feature Engineering, Model Optimization
• ☁️ Cloud Exposure: AWS & Google Cloud
• 📈 Focus: Building scalable, reliable AI systems

• Built binary classification models using Kaggle Telco dataset
• Performed full preprocessing pipeline (EDA, feature engineering, SelectKBest, PCA)
• Tuned Neural Network (81.5% Accuracy, 0.86 ROC-AUC) outperforming Decision Tree
• Tools: Python, Pandas, Scikit-learn, TensorFlow/Keras

• Designed interactive dashboard analyzing sales & regional performance
• Used Power Query for transformation and DAX for KPI calculations
• Enabled data-driven decision-making through visualization

• Engineered LLM pipeline for cyclone disaster response
• Implemented few-shot SOS classification & logistics planning (CoT/ToT)
• Built priority scoring & optimal routing logic
• Focused on reliability, safety, and scalability
• Tools: Python, OpenAI/Groq LLMs, Pydantic, Pandas

• AI Foundations & Applied Machine Learning
• NVIDIA Fundamentals of Machine Learning
• Qualitative Data Analysis using NVivo
• iCM (ICET Certified Master) – Software Engineering

• Artificial Intelligence
• Machine Learning
• Deep Learning
• Natural Language Processing
• Computer Vision
• Data Engineering
• Cloud-based AI Systems

• 📧 Email: bimsaraserasinghe0954@gmail.com
• 🔗 LinkedIn: https://www.linkedin.com/in/bimsara-serasinghe-725282339
• 💻 GitHub: https://github.com/Bimee-Stack

⭐ “Passionate about transforming data into intelligent solutions.”