Kalen Riley
Detroit,MI
Summary
Recent graduate with a passion for data science and a strong analytical mindset, dedicated to transforming complex data into actionable insights. With expertise in data science, machine learning, and big data analytics, leveraging Python, SQL, Tableau, and cloud technologies (AWS, Apache Spark, Hadoop) to derive impactful solutions. Skilled in statistical analysis, predictive modeling, and data visualization to optimize decision-making and operational efficiency. Adept at collaborating cross-functionally with engineers, product managers, and stakeholders to develop scalable, data-driven solutions that drive business success.
Overview
2026
2026
years of professional experience
Work History
Head of Sound Production / CEO
Self-Employed
01.2019
- Led project management and process optimization, utilizing data analysis to refine workflows and drive efficiency in sound production.
- Collaborated with cross-functional teams to align business objectives with technical solutions, enhancing decision-making and strategic planning.
Systems Engineer
Open House Network
2024 - Current
- Conducted regular system audits to identify areas for improvement and compliance.
- Assisted in the design of network architecture, optimizing resource allocation and performance.
- Provided technical support and training for end-users, improving overall user experience.
- Developed and maintained system documentation to ensure operational efficiency.
- Collaborated with cross-functional teams to troubleshoot and resolve technical issues.
Freelance Data Projects
12.2023 - 10.2024
- Conducted data analysis and statistical modeling for small businesses, identifying trends in customer behavior and optimizing operational efficiency.
- Developed and delivered comprehensive, data-driven reports using Python (Pandas, NumPy) and Tableau, translating complex insights into actionable business strategies.
- Utilized data visualization techniques and predictive analytics to support decision-making, enhance performance metrics, and drive business growth.
Exclusion Technician
EcoShield Pest Control
03.2023 - 10.2023
- Conducted detailed inspections and root cause analysis to identify pest entry points, applying problem-solving skills to develop effective exclusion strategies.
- Maintained comprehensive records and data logs, utilizing structured documentation to track trends, optimize treatment plans, and ensure compliance with industry regulations.
Pest Technician
EcoShield Pest Solution
08.2022 - 07.2023
- Performed risk assessments by analyzing patterns of pest activity, leveraging critical thinking to implement targeted solutions and improve efficiency.
- Collaborated with cross-functional teams, communicating findings and recommendations to enhance process optimization and regulatory compliance.
Intern
Heroes Alliance
01.2018 - 08.2022
- Assisted in operational management and workflow optimization, applying analytical thinking and problem-solving skills to enhance efficiency in a fast-paced environment.
- Collaborated with cross-functional teams to analyze key data points, generate insightful reports, and communicate findings, facilitating data-driven decision-making and stakeholder engagement.
- Maintained data integrity, confidentiality, and compliance with privacy regulations while handling sensitive information, ensuring adherence to best practices in data governance.
Service Technician
Comcast
12.2021 - 07.2022
- Installed, maintained, and troubleshot network and cable systems, ensuring optimal signal quality and performance for customers.
- Analyzed service data and performance metrics to identify patterns in network disruptions, applying problem-solving skills to improve system reliability.
Road Crew Member
Mind Vision Productions
07.2021 - 01.2022
- Managed logistics and operational planning for live events, optimizing workflow efficiency and ensuring seamless execution under tight deadlines.
- Applied data-driven decision-making to troubleshoot technical issues, improve resource allocation, and enhance overall event performance.
Education
Certification - Data Science & AI Development
DsDt
Detroit, MI10.2024
Associate of Applied Science - Music Production and Audio for Media
Terra State Community College
Fremont, OH12.2021
Skills
- Programming & Data Analytics: Python (Pandas, NumPy, Scikit-learn, TensorFlow), SQL, VBA, Power Query
- Data Visualization & BI Tools: Tableau, Power BI, Matplotlib, Seaborn
- Machine Learning & Statistical Modeling: Supervised & Unsupervised Learning, Predictive Analytics, A/B Testing, Data-Driven Decision Making
- Database & Big Data Technologies: MySQL, Spark, Hadoop, ETL Pipelines, Data Warehousing
- Data Processing & Performance Analysis: Advanced Excel, KPI Benchmarking, Power Query, Performance Optimization, Feature Engineering
- Software & Tools: Microsoft Office Suite, SQL Management Studio, Business Intelligence Platforms, Cloud Services (AWS, GCP, or Azure)
CORE COMPETENCIES
Machine Learning Models | Computer Vision Algorithms | Pattern Recognition | Optical Character Recognition | Real-Time Video Processing | Algorithm Implementation | Deep Learning Frameworks | Apache Kafka | Apache Pig | Apache Spark | Apache Hadoop | AWS Technologies | Cloud Computing | API Development | Data Visualization | Big Data Analytics
Timeline
Freelance Data Projects
12.2023 - 10.2024
Exclusion Technician
EcoShield Pest Control
03.2023 - 10.2023
Pest Technician
EcoShield Pest Solution
08.2022 - 07.2023
Service Technician
Comcast
12.2021 - 07.2022
Road Crew Member
Mind Vision Productions
07.2021 - 01.2022
Head of Sound Production / CEO
Self-Employed
01.2019
Intern
Heroes Alliance
01.2018 - 08.2022
Certification - Data Science & AI Development
DsDt
Associate of Applied Science - Music Production and Audio for Media
Terra State Community College
Systems Engineer
Open House Network
2024 - Current