Manager, Data Analytics & Machine Learning Resume
AREAS OF EXPERTISE
- Statistical Data Mining & Machine Learning;
- Big Data Analytics & Advanced Predictive Modeling
- Risk Management and Decision Making
- Microarray Data Analysis
TECHNICAL SKILLS
Programming Languages: Python, Perl, SQL, MATLAB, Visual Basic, R, HTML
CPE Certification: Google BigQuery, Hadoop ecosystems, Tableau
Other Skills: MS Access, Web design and development, Photoshop, Model Center, AutoCAD among several other CAD - CAM software packages
PROFESSIONAL EXPERIENCE
Manager, Data Analytics & Machine Learning
Confidential
Responsibilities:
- Lead the data science team to provide advanced data analytics and machine learning platforms to vendors and utilities in the water industry enabling them to attract the right bids and make more informed contracting decisions.
Co - Founder & CEO
Confidential
Responsibilities:
- Direct all operations and strategic direction of the team with full responsibility to provide data-actionable insights and set the best strategies to create undiscovered insights and values for corporates, startups, and research institutes.
Big Data Scientist
Confidential
Responsibilities:
- Provided novel big data analytics solutions to investigate big data opportunities by implementing an advanced predictive analytics tool for evaluation and prioritization of big data analytics opportunities
- Developed a methodology for assessing the potential of cost saving for Confidential by standardization of analytics processes and architecture
Global Research Scholar
Confidential
Responsibilities:
- Search and Matching Algorithms: Employed machine learning and data driven solutions to improve name and address matching for a major US credit bureau.
- Data Center Workloads: Investigated new technologies and applications for characterizing data analysis workloads in data centers and understanding their behaviors to improve the performance of storage component in data centers
Leadership Council Member
Confidential
Responsibilities:
- Promoted research opportunities & topics in information science & information theory to benefit researchers and scholars.
- Planned annual workshops, invited talks, and professional development sessions.
Undergraduate Mentor
Confidential
Responsibilities:
- Supervised and mentored the research of international undergraduate students.
Research Assistant
Confidential
Responsibilities:
- Implemented novel machine learning algorithms for data-driven network reconstruction and predictive modeling of large-scale datasets using statistical approaches such as Bayesian methods and regression analysis.
- Developed predictive analytics algorithms for nonlinear predictive modeling of time series data using probabilistic approaches.
Task Force Director
Confidential
Responsibilities:
- Reevaluated existing policies and coached the team regarding accessibility issues on campus for people with invisible, and learning disabilities.
Research Assistant
Confidential
Responsibilities:- Developed a new approach to measure systemic risk in large-scale engineering projects.
- Built mathematical models to help engineers make risk-informed design decisions under high levels of uncertainties.
