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Anthony NdegwaAN
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Anthony Ndegwa

@anthonyndegwa

Data scientist and AI/ML engineer delivering production-ready analytics solutions.

Kenya
Message

What I'm looking for

I seek roles building production ML/AI solutions with collaborative teams, emphasis on deployment, MLOps, and measurable business impact.

I am a data scientist and AI/ML engineer experienced in building and deploying predictive models, generative AI applications, and end-to-end data pipelines that drive business impact. I combine statistical modeling, machine learning, and data engineering to turn complex datasets into actionable insights.

At Broadway Bakery I developed forecasting models and automated Power BI and Streamlit dashboards to optimize procurement, production, and inventory, reducing rejected batches by 15% through predictive quality analytics. I have also designed ETL pipelines integrating sales, supply chain, and manufacturing datasets to enable real-time decision-making.

My background includes deploying clustering and regression models, designing BI dashboards with Power BI and Tableau, validating ML outputs in QA roles, and testing APIs and backend services. I am proficient in Python, SQL, TensorFlow, PyTorch, GCP/AWS, and MLOps practices to ensure scalable model deployment and monitoring.

I am passionate about leveraging LLMs and generative AI, integrating and fine-tuning large language models, and collaborating cross-functionally to solve business problems. I value data quality, clear communication with stakeholders, and fast iterative delivery in agile environments.

Experience

Work history, roles, and key accomplishments

BL
Current

Data Analyst

Broadway Bakery Ltd

Sep 2024 - Present (1 year 2 months)

Developed ML forecasting models and ETL pipelines to optimize raw material procurement and align production with demand, reducing rejected batches by 15% and enabling real-time decision-making via Power BI and Streamlit dashboards.

MD

Data Analyst Intern

Munga Design

Jun 2024 - Sep 2024 (3 months)

Built and deployed clustering and regression models to identify customer patterns and predict sales, and designed Power BI and Tableau dashboards to improve forecasting and business insights.

Education

Degrees, certifications, and relevant coursework

TK

The Co-operative University of Kenya

Bachelor of Science, Statistics & Information Technology

2021 -

Pursuing a Bachelor of Science in Statistics and Information Technology, combining statistical analysis with IT skills to build data-driven solutions.

Tech stack

Software and tools used professionally

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Anthony Ndegwa - Data Analyst - Broadway Bakery Ltd | Himalayas