Sayyed M. Farrukh

Pakistan

Data-Driven System Modeler | Mechanical Engineer

💡 Highlights

• 🧠 Fine-tuned Large Language Models (LLMs) for tasks like Natural Language Inference (NLI) and medical reasoning
• 🧪 Applied quantization and knowledge distillation to compress large models while preserving accuracy
• 🔄 Designed agentic AI systems with autonomous task execution and multi-step reasoning pipelines
• 🧰 Built modular microservice-based ML inference platforms using FastAPI, Docker, and REST APIs
• 📈 Worked on predictive maintenance & RUL estimation using real-world datasets
• 🔬 Focused on model efficiency, explainability, and deployment-readiness across applied ML workflows