Open to opportunities

Dennis Mutugi

@dennismutugi

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Results-driven ML Engineer with expertise in AI and NLP.

Kenya

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my ML expertise to drive impactful projects and contribute to a dynamic team.

I am a results-driven Machine Learning Engineer with comprehensive expertise in artificial intelligence, natural language processing, and large language model deployments. My passion lies in designing, developing, and scaling end-to-end ML pipelines that integrate advanced automation and MLOps practices. I have a proven track record in predictive modeling and fine-tuning NLP solutions to enhance AI-driven decision-making across diverse industries.

Throughout my career, I have successfully leveraged both structured and unstructured data to optimize model performance and deliver enterprise-grade solutions that drive business automation and innovation. My recent role as a Senior Machine Learning Engineer at In All Media involved improving document extraction accuracy significantly and automating evaluation scripts into CI/CD pipelines. I am committed to continuous learning and applying my skills to solve complex problems and deliver impactful results.

Experience

Work history, roles, and key accomplishments

Current

Senior Machine Learning Engineer

Current

In All Media

Aug 2023 - Present (1 year 9 months)

As a Senior Machine Learning Engineer, I improved document extraction accuracy and implemented CI/CD optimizations. I enhanced SDK functionality with Azure Document Intelligence and OpenAI LLM, ensuring robust error handling and logging.

Python Machine Learning CI CD TensorFlow API Testing Docker Git Azure DevOps

Machine Learning Engineer

IDT

Oct 2023 - Oct 2023 (0 months)

I developed an ML pipeline for customer segmentation and risk profiling, built predictive models for cross-selling, and optimized the Right Party to Contact model, significantly enhancing engagement rates and decision-making.

Machine Learning Python Customer Segmentation SQL Azure Git

ML Engineer (Consultant)

Ngeni Labs

Feb 2023 - Sep 2023 (7 months)

Designed a GPT-3.5 Conversational Sales Chatbot that increased lead conversion by 30% and developed semantic search algorithms for financial recommendations, enhancing user satisfaction.

NLP Python Machine Learning Chatbot Development Semantic Search AI Customer Engagement Data Analysis SQL Azure

Freelance NLP Engineer

Various Clients

Feb 2020 - Jul 2023 (3 years 5 months)

Worked on multiple projects including equity trading strategies, AI-powered applications, and fraud detection systems, significantly improving decision-making and operational efficiency.

NLP Machine Learning Python Financial Analytics Fraud Detection Data Processing Azure Git Docker

Senior Analyst

Funtrench LTD

Jan 2019 - Jan 2020 (1 year)

Developed a churn prediction model and conducted sentiment analysis on customer feedback, enhancing targeted marketing efforts and improving customer retention.

Data Analysis Machine Learning Python Customer Insights Marketing Strategy Predictive Analysis SQL Data Visualization Git Excel

Data Analyst

Innovase LTD

Mar 2016 - Dec 2018 (2 years 9 months)

Automated data collection and validation processes and developed a predictive econometric model to support business decision-making and performance improvement.