Mission-driven ML Engineer with proven expertise in bringing scalable AI solutions from concept to production. Currently working as an ML Engineer - LLM Specialist at Enfection (Pvt) Ltd, where I develop cutting-edge LLM-based solutions with focus on scalability and performance optimization.
- 🔭 Currently working on Advanced LLM Applications & RAG Architectures
- 🌱 Learning MLOps at Scale and Advanced AI Safety
- 👯 Looking to collaborate on Open Source AI Projects
- 💬 Ask me about Large Language Models, NLP, and AI/ML Deployment
- 📫 How to reach me: madushanjayasri100@gmail.com
- 📍 Based in Malabe, Colombo, Sri Lanka
Production AI Platform | AI-Powered Marketing SaaS
- Comprehensive marketing analytics with 5 AI-driven modules
- Proprietary Brand Authority Score (BAS) & Brand Personality Score (BPS) algorithms
- Tech: Python, MongoDB, AWS S3, OpenAI API, MLOps
GPT-4 Powered Assistant | Production Ready
- Intelligent SQL query generation and data visualization
- Integrated data science workflows with compelling results
- Tech: Python, LangChain, GPT-4, SQL
RAG Architecture | Scalable Cloud Deployment
- Advanced document processing and analysis capabilities
- Performance-optimized PDF processing pipeline
- Tech: Python, LLMs, RAG, Docker, MLOps
Banking ML Solution | 80% Accuracy
- Survival analysis model for loan predictions
- Approved for system integration at Hatton National Bank
- Tech: Python, Oracle, Statistical Modeling
- 🎯 LLM Specialist - Advanced expertise in GPT, Claude, and Gemini integration
- 📊 Data Science Leader - Generated actionable insights for MAS, Keells, Disney Singapore
- 🏦 Banking AI Solutions - Developed forecasting models for currency flow predictions
- 🎓 Academic Excellence - B.Sc. (HONS) Applied Statistics, University of Colombo (GPA: 3.68)
"Building the future with AI, one model at a time" 🚀