Mark Gicharu-Associate Data Scientist
Check rate
Experience
Associate Data Scientist
Boehringer-Ingelheim microParts GmbH
- Enhanced the AI model monitoring solution to allow comparative analysis of model versions and full tracking of input variables with relative drift metrics for complete monitoring.
- Developed a custom LLM solution to automate the certificate of incoming goods of supply and support downstream analysis.
- Enhanced Digital Twin AI models to support model validation.
Skills: Python, Statistical Computation, Large Language Models (LLM), Machine Learning Engineering, Natural Language Processing (NLP), Data Wrangling, Data Visualization, Statistical Evaluation.
Tools: Python programming, Snowflake, Databricks, Microsoft Powerapps, Powerautomate, PowerBI, Scipy, Seaborn, Scikit-Learn.
Associate Data Scientist
Boehringer-Ingelheim Pharma GmbH & Co KG
- Developed a digital twin AI model that predicts the quality of the Respimat device. This allows for savings of €350,000 per year by removing manual end testing and using the digital twin as a qualification release tool.
- Developed an AI model monitoring solution that tracks the quality of the AI model in production, capturing its performance, deviations, and trends. This provides visibility into model performance and saves time from manual testing.
- Eliminated a bottleneck and saved 30% of the time in supply chain decision-making through an automated logistics dashboard that calculates supply orders daily, removing the need for repeated daily data extraction and manual calculations.
- Developed a harmonized dashboard tool that supports tracking global transfer and lifecycle projects in the BI ecosystem. It allows site analysis with KPIs and metrics to support management decision-making for performance reviews and annual dialogues.
Skills: Python, Statistical Computation, Large Language Models (LLM), Machine Learning Engineering, Natural Language Processing (NLP), Data Wrangling, Data Visualization, Statistical Evaluation.
Tools: Python programming, Snowflake, Databricks, Microsoft Powerapps, Powerautomate, PowerBI, Scipy, Seaborn, Scikit-Learn.
Fellow - Data Scientist
Boehringer-Ingelheim GmbH
- Developed a z365 solvent dashboard to visualize solvent demand in incoming goods for better planning and decision-making.
- Developed a PowerApp to automate equipment demand requests in the SOL factory.
- Developed and optimized 3D models for the Mixed Reality team for VR/MR applications using HoloLens.
- Experimented with various statistical methods for influencing parameters that affect fluid bed granulation in manufacturing pipelines.
Skills: Python Programming, Machine Learning, Statistical Computation, Data Visualization, Problem-Solving
Tools: Python programming, Microsoft Powerapps, Powerautomate, PowerBI, Scipy, Seaborn, Scikit-Learn.
Afrika Kommt Fellow
Deutsche Gesellschaft für Internationale Zusammenarbeit
- Selected among 50 out of 5,000 applicants for the German international exchange program, which brings together the top 1% of visionary young leaders from Africa into leading DAX-listed and family-owned German companies. The program concludes with a ceremony visit to the German President Frank-Walter Steinmeier.
- Successfully participated in an international management training program.
Skills: Management training, German Language, Sustainable economic cooperation,
Data Scientist Technical Mentor
Moringa School Ltd.
- Developed a real-time conversational chatbot that saves 60% of the time by answering human-level queries related to our products and services. This removes the bottleneck for the customer support team and saves 60% of the time to focus on complex human-level support queries.
- Developed a sentiment analysis model that quantifies customer feedback and summarizes the results into evaluation topics for continuous product feedback.
- Adapted the data science curriculum to include comprehensive data science projects.
Skills: Python, Machine Learning Engineering, Deep Learning, Natural Language Processing, Data Wrangling, Data Visualization, Statistical Evaluation.
Tools: Scikit-Learn, Tableau, PowerBI, Tensorflow, Pytorch, Heroku, spaCy, Gensim
Data Scientist
Freelancer
- Developed a computer vision model for plant disease detection on edge devices.
- Analysis of movement of persons/goods incoming and outgoing for management reporting on anomalies and compliance.
Skills: Python, Machine Learning Engineering, Deep Learning, Natural Language Processing, Data Wrangling, Data Visualization, Statistical Evaluation.
Tools: Scikit-Learn, Tableau, PowerBI, Tensorflow, Pytorch, spaCy, Gensim
ICT Tech Support and Analyst
National Housing Corporation
- Data analysis of attendance and movement of persons.
- Digitizing of files and scanning of documents.
- Configuration of Network IP Protocols and network printer configuration.
- Transfer and Installation of CPU and toner and troubleshooting software problems.
- Preparations of official documents for typing and sorting out the registry files.
- Reporting to respective supervisors on weekly progress of work.
Skills: Digitization, Computer Networks, Preventive Maintenance, Hardware Troubleshooting, Outlook Mail Server Configuration
ICT intern
National Housing Corporation
- Troubleshooting printers, computers and Network installation.
- Configuration of Computers and printer networks.
- Installation of Computer cables and printer toners.
- Hardware maintenance and preventive maintenance.
- Delivery of Computer peripherals.
- Set outlook mail server.
- Repair and maintenance of laptops.
- Packaging computers for delivery.
- Digitization of files.
- Liaised with other staff in the section to meet client's needs from time to time.
Skills: Digitization, Computer Networks, Preventive Maintenance, Hardware Troubleshooting, Outlook Mail Server Configuration
Industry Experience
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Experienced in Manufacturing, Pharmaceutical, Government and Administration, Agriculture, Transportation, and Education.
Business Area Experience
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Experienced in Information Technology, Business Intelligence, Operations, Quality Assurance, Research and Development, and Project Management.
Languages
Education
Africa Nazarene University
Bachelor Business Information Technology · Business Information Technology · Nairobi, Kenya
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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