kipchumba User
@kipchumbauser
Results-driven data scientist with expertise in machine learning.
What I'm looking for
I am a results-driven data scientist with over 3 years of experience in data analytics, machine learning, and business intelligence. My journey has been marked by a commitment to leveraging data-first strategies to solve real-world challenges. At Brookside Consultancy, I led the development and deployment of machine learning models that optimized key business operations, achieving a 20% reduction in customer churn through predictive modeling. Additionally, I developed a real-time recommendation system that increased user engagement by 30% and conducted A/B testing that lifted marketing conversions by 15%.
My technical expertise includes proficiency in Python, SQL, and Power BI, along with experience in big data technologies such as Hadoop and Spark. I have a strong foundation in data visualization, utilizing Python libraries and Power BI to communicate insights effectively to stakeholders. My previous role as a tutor at Quadrant Softwares allowed me to enhance my mentoring and communication skills while fostering problem-solving abilities in students. I am passionate about continuous learning and applying my skills to drive impactful business outcomes.
Experience
Work history, roles, and key accomplishments
Lead Machine learning Engineer
Brookside Consultancy
Jan 2021 - Present (4 years 6 months)
Led the development and deployment of ML models to optimize key business operations, reducing customer churn by 20% through predictive modeling. Developed a real-time recommendation system that increased engagement by 30% and conducted A/B testing that lifted marketing conversions by 15%. Utilized Power BI and Python libraries for data visualization and stakeholder communication.
Tutor
Quadrant Softwares
Jan 2018 - Dec 2021 (3 years 11 months)
Taught students Python and mobile app development, fostering their problem-solving and technical skills. Improved personal communication and mentoring abilities through direct instruction. Contributed to the development of students' entrepreneurial skills.
Education
Degrees, certifications, and relevant coursework
Mount Kenya University
Bachelor of Science, Information Technology
Pursued a Bachelor of Science degree in Information Technology, focusing on advanced IT concepts and their practical applications. This program equipped me with comprehensive knowledge in the field.
Kisii University
Diploma in Information Technology, Information Technology
Grade: Credit
Completed a Diploma in Information Technology, gaining foundational skills in various IT domains. The curriculum provided essential knowledge for a career in technology.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
brooksideconsultancy.comPortfolio
github.com/dancanyegoSalary expectations
Social media
Job categories
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