Dennis M.
NairobiKenya
100% Job Success
Top Rated

Expert ML Eng Specializing in MLOps and NLP/LLMs - AWS/TS Certified

Overview: As a passionate ML Engineer with extensive experience in AWS-based MLOps, I specialize in creating and managing data science experimental workflows, transitioning experiments to production environments, and maintaining robust MLOps cycles. My expertise spans both traditional machine learning and cutting-edge NLP models, with a particular focus on leveraging large language models (LLMs) and conversational AI for transformative business solutions. ✅ Key Skills: Machine Learning: Proficient in regressions, classifiers, and ensemble methods (bagging, boosting). NLP and Generative AI: Expertise in LLMs, Transformers, QnA bots, and conversational AI systems. Data Pipeline Engineering: Advanced skills in feature engineering and managing complex ML models. 🚀 MLOps and Data Pipelines: AWS Services: Profound knowledge of AWS tools including Glue, Lambda, SageMaker, Athena, Spark, Insights, Autopilot, and Clarify. End-to-End Management: Experienced in setting up and managing end-to-end MLOps workflows, from experiment tracking to production deployment and monitoring. 📈 Proven Track Record: Successfully designed and deployed multiple MLOps systems that improved model deployment efficiency by over 65%, and post deployment cycles in place (AWS Ecosystem). Developed and refined NLP models that increased customer engagement metrics in conversational AI applications. 🌟 What I Offer: Design and implementation of data science experimentation workflows. Seamless transition of ML and NLP models from development to production. Continuous optimization and monitoring of production ML systems to ensure high performance and reliability. Let's Connect: I am eager to bring my technical skills and strategic insights to your project. Let’s discuss how we can successfully implement and scale your ML, NLP and LLM initiatives!

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Skills

  • Python
  • Model Optimization
  • Machine Learning Model
  • Natural Language Processing
  • Model Tuning
  • Machine Learning
  • Time Series Analysis
  • ChatGPT
  • GPT-3
  • Named-Entity Recognition