Cole Robson, MBA, PMP
Machine Learning Engineer at Omni Federal- Claim this Profile
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Bio
Experience
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Omni Federal
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United States
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IT Services and IT Consulting
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100 - 200 Employee
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Machine Learning Engineer
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2023 - Present
Job Responsibilities: I orchestrate seamless integration of open-source large language models, bolstering business innovation and product enhancement. Execute machine learning solutions development and deployment using TensorFlow and PyTorch Python frameworks. I design and implement triumphant machine learning strategies, aligning with pivotal business objectives. Forge collaborations with data engineers, streamlining machine learning pipelines and improving data infrastructure… Show more Job Responsibilities: I orchestrate seamless integration of open-source large language models, bolstering business innovation and product enhancement. Execute machine learning solutions development and deployment using TensorFlow and PyTorch Python frameworks. I design and implement triumphant machine learning strategies, aligning with pivotal business objectives. Forge collaborations with data engineers, streamlining machine learning pipelines and improving data infrastructure. I harness power of Jupyter and TensorBoard throughout model development stages, improving visualization and versioning. Supervise model deployment in production, ensuring constant exemplary performance. Key Achievements: • Successfully fine-tuned 2 Large Language Models within just one month in this role. • Developed and optimized two innovative PDF-to-text conversion pipeline solutions on AWS, enabling scalable web scraping.
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Data Engineer
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2023 - 2023
United States Job Responsibilities: During this job role, I utilized advanced data science practices incorporating Natural Language Processing and machine learning algorithms for in-depth data analysis. Harnessed Python libraries including pandas, NumPy, Scikit-learn, TensorFlow, and NLTK for formulating data-driven resolutions and anticipatory models. I oversaw data warehouses and data lakes, facilitating intricate analytical exercises and business intelligence operations. Engaged with… Show more Job Responsibilities: During this job role, I utilized advanced data science practices incorporating Natural Language Processing and machine learning algorithms for in-depth data analysis. Harnessed Python libraries including pandas, NumPy, Scikit-learn, TensorFlow, and NLTK for formulating data-driven resolutions and anticipatory models. I oversaw data warehouses and data lakes, facilitating intricate analytical exercises and business intelligence operations. Engaged with stakeholders to deliver superior data products aligning with strategic business objectives. Implemented Agile methodologies along with Software Development Life Cycle for project execution in volatile environments. I exhibited sterling analytical skills via competence in statistical data analysis, SQL, and utilization of tools such as Jupyter for data manipulation, visualization, and reporting. Key Achievements: • Spearheaded and delivered a consulting project within time and under budget at Accenture. • Enhanced data processing speed by 30% through the development and optimization of over 150 ETL processes. • Skilled in designing, developing, and rigorously testing ETL processes and data pipelines using Python programming and open-source technologies like Apache Spark. • Well-versed in constructing secure, scalable, and budget-efficient data architectures with AWS services, NoSQL databases, and automated solutions such as Apache Airflow. • Reduced manual intervention by 60% by automating 20 critical data tasks using Python and AWS. • Extracted valuable insights from a corpus of over 500,000 documents through the successful completion of five major NLP projects. • Minimized data latency by 25% by streamlining the data pipeline architecture.
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CMA CGM
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France
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Maritime Transportation
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700 & Above Employee
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Program Owner & Data intelligence Analyst
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2022 - 2023
Norfolk, VA Job Responsibilities: During this job role, I led the development and implementation of a customer data analysis program, including predictive model development and success measurement. Created and maintained automated data processing and ETL scripts, utilizing Python, SQL, and R. Conducted in-depth exploratory data analysis to discern data patterns and trends. I applied machine learning algorithms to enhance predictive accuracy and mitigate model bias. Developed algorithms for… Show more Job Responsibilities: During this job role, I led the development and implementation of a customer data analysis program, including predictive model development and success measurement. Created and maintained automated data processing and ETL scripts, utilizing Python, SQL, and R. Conducted in-depth exploratory data analysis to discern data patterns and trends. I applied machine learning algorithms to enhance predictive accuracy and mitigate model bias. Developed algorithms for anomaly and outlier detection in datasets. I processed and analyzed over 5 Petabytes of data with Python, SQL, and R, yielding critical insights for C-suite decision-making. Leveraged AI within DataIku to uncover 10 hidden customer data patterns, influencing strategic business decisions. I oversaw and successfully executed 5 major data initiatives, aligning them with business objectives. Key Achievements: • Secured new revenue opportunities, optimized marketing campaigns, and slashed overall costs by devising and executing robust data-driven strategies. • Uncovered valuable customer data insights by applying machine learning and AI techniques. • Enhanced stakeholders' decision-making efficiency by 50% by creating informative dashboards & visualizations. • Identified opportunities for data-driven product improvements in collaboration with product and marketing teams. • Maximized stakeholder satisfaction by 90% by liaising with cross-functional teams, including product, marketing, and IT. • Spearheaded and delivered the data projects within time, under budget, and according to the requirements. • Improved process efficiencies across the program lifecycle by 20% by implementing feedback loops.
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Trade Analyst
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2021 - 2022
Norfolk, Virginia, United States Job Responsibilities: I supervised multiple teams to achieve weekly loading targets of up to 8,000 TEUs. Developed and applied analytical tools (Excel, Qlik Sense, Power BI) to enhance efficiency and profitability. Maintained accuracy and compliance of bids, proposals, and amendments. I cultivated customer relationships to increase market share. Presented regular progress reports to upper management for goal tracking. I utilized data analysis to identify cost-saving measures and… Show more Job Responsibilities: I supervised multiple teams to achieve weekly loading targets of up to 8,000 TEUs. Developed and applied analytical tools (Excel, Qlik Sense, Power BI) to enhance efficiency and profitability. Maintained accuracy and compliance of bids, proposals, and amendments. I cultivated customer relationships to increase market share. Presented regular progress reports to upper management for goal tracking. I utilized data analysis to identify cost-saving measures and maintain top-tier customer service. Managed detailed customer order and shipment records for precise tracking. Key Achievements: • Optimized operational efficiency and grew profits by 20% by designing and implementing analytical tools in Excel, Qlik Sense, and Power BI. • Maintained 100% accuracy and compliance in managing bids, proposals, and amendments in accordance with the established organizational policies. • Generated profits of $1.8M every month by evaluating market intelligence and conducting data analysis to price all West Coast exports. • Achieved a 98% accuracy rate in tracking company goals/objectives by consistently delivering weekly reports. • Raised market share by 15% by establishing and maintaining long-term relationships with key clients. • Monitored the loading of over 80K TEUs every week by efficiently managing and guiding teams.
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United States Department of Defense
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United States
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Armed Forces
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700 & Above Employee
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Administrative Management Intern
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2019 - 2020
Norfolk, VA Job Responsibilities: During this job role, I enhanced database management through systematic analysis. Delivered customer-centric projects by designing and executing requirements. I strengthened data security, restricting access to authorized personnel. Optimized database backup, archiving, and recovery procedures. I organized and maintained database documentation for peak performance. I established and enforced rigorous database policies and standards. Key… Show more Job Responsibilities: During this job role, I enhanced database management through systematic analysis. Delivered customer-centric projects by designing and executing requirements. I strengthened data security, restricting access to authorized personnel. Optimized database backup, archiving, and recovery procedures. I organized and maintained database documentation for peak performance. I established and enforced rigorous database policies and standards. Key Achievements: • Improved search efficiency by 30% through Agile design methodologies and software development while supervising a team to enhance search engine capabilities for US facilities. • Identified 20 areas for improvement and enhanced management processes by conducting comprehensive system analyses on five databases. • Reduced data recovery times by 40% by overseeing the development of robust backup and recovery processes. • Played an integral role in minimizing troubleshooting time and optimizing system performance by creating detailed database documentation. • Delivered impeccable technical support in enhancing search engine capabilities for US Naval Facilities using Agile design methodologies, software knowledge, and development processes. Show less
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US Navy
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United States
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Armed Forces
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700 & Above Employee
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Program manager & Crew Chief
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2011 - 2017
Norfolk, Virginia, United States Safety Department Program Manager (2015 – 2017) Operations Department Program Manager (2013 – 2015) Tactics Department Administrative Assistant / Aviation Rescue Swimmer & Naval Air-Crewman pipelines (2011-2023) Job Responsibilities: During this job role, I efficiently managed day-to-day safe Squadron Aviation Operations while serving as Principal Manager. Oversaw flight readiness and training progression for 30 sailors. Managed and supervised 4 naval programs to achieve… Show more Safety Department Program Manager (2015 – 2017) Operations Department Program Manager (2013 – 2015) Tactics Department Administrative Assistant / Aviation Rescue Swimmer & Naval Air-Crewman pipelines (2011-2023) Job Responsibilities: During this job role, I efficiently managed day-to-day safe Squadron Aviation Operations while serving as Principal Manager. Oversaw flight readiness and training progression for 30 sailors. Managed and supervised 4 naval programs to achieve objectives. I mentored and led 30 aircrewmen, promoting teamwork and excellence. I ensured high operational readiness of 10 MH-60S helicopters through routine maintenance and troubleshooting. Key Achievements: • Maintained a 98% accuracy rate in forecasting flight hours and training event completions three months ahead, even in adverse weather conditions • Improved skill sets and maximized overall crew efficiency by developing and conducting crew 1600 hours. • Secured and maintained a 100% pass rate on the OSHA and Wing inspections by leading over eight distinct programs and 200 sailors over two years. Additional Experience: US Navy – Tactics Department Administrative Assistant / Aviation Rescue Swimmer & Naval Air-Crewman pipelines Show less
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Education
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University of Delaware
Master of Business Administration - MBA, Business Analytics -
University of Massachusetts Amherst
Bachelor of Arts - BA, Philosophy and Linguistics