Bernardo L.
Professional Summary
Results-driven professional with over 8 years of project management experience and a robust 2-year background in data science. Proficient in product and applications development, with 6 years of hands-on expertise in Python, Perl, PHP, SQL, HTML, C, and Tcl across both Linux and Windows environments.
Experienced in the technology industry, specifically in semiconductor, IT, and automotive sectors, with a strong focus on manufacturing and customer-facing software services. Demonstrated ability in product development methodologies, including Agile (Scrum) and Waterfall, and skilled in support and incident management.
Position Role
Data Scientist
Skills, Tools & Frameworks
- Operating Systems: Linux, Windows.
- Programming Languages: Python, Perl, PHP, SQL, HTML, C, Tcl.
- System Architectures: Full-stack development, Advanced Monitoring and Resolution (AMR) services.
- Libraries & Frameworks: Machine Learning Libraries (e.g., scikit-learn, TensorFlow for Neural Networks)
- Analytics & Reporting Tools: Data visualization tools (e.g., Matplotlib, Seaborn)
- Databases: SQL databases
- DevOps: Agile methodologies (Scrum, Waterfall), Incident Management
- Methodologies: Product Development (Agile, Waterfall), Project Management
- Version Management: Git (or relevant version control systems)
- Quality Assurance: Incident resolution and management, Testing automation scripts
- Packaged Software & Tools: Advanced Process Control applications, Fault Detection software
- Lead/Management Skills: Project Management (8 years), Cross-functional team collaboration, Client relationship management
- Other: Data exploration, cleaning, manipulation, modeling, and visualization, Probability and statistics, Market research and benchmark analysis, Software service implementation for key accounts (budgeting $200K – $400K).
Professional Experience
Co-Founder, Jubar
Nov 2022 – Present
Activities & Accomplishments:
- Create accessible tools (e.g., web-based Transcription Editor) to assist the community of transcribers, enhancing efficiency and profitability.
Tools: Web development tools
Project Manager, Wizeline
Feb 2016 – Sep 2017
Activities & Accomplishments:
- Completed 4 web development projects for Dow Jones (News Corp) to accelerate the delivery of innovative products using full-stack, agile development services.
Tools: Agile project management tools
Implementation Manager, Oracle Corporation
May 2013 – Jan 2016
Activities & Accomplishments:
- Managed the implementation of Advanced Monitoring and Resolution (AMR) services across the IT stack to maximize uptime and efficiency.
- Successfully implemented 9 AMR projects (budget $200K – $400K each) for key accounts.
Tools: AMR tools, IT infrastructure management software
Software Developer, Oracle Corporation
Jan 2011 – Apr 2013
Activities & Accomplishments:
- Resolved 243 support tickets (including high-priority incidents) and 6 bugs in the first year.
Tools: Development and ticketing systems
Program Manager, Ford Motor Company
Mar 2010 – Jan 2011
Activities & Accomplishments:
- Achieved the 2013 Limo/Livery Program Approval milestone through effective teamwork across engineering, senior executives, manufacturing, and suppliers.
Tools: Project management and CAD software
IT Programmer/Analyst, Freescale Semiconductor
Apr 2006 – Mar 2010
Activities & Accomplishments:
- Developed and oversaw software applications for fault detection and advanced process control to optimize manufacturing yields.
- Deployed a web application for monitoring fault detection in 7 factories (US, Scotland, France, Japan).
Tools: Fault detection software, web development tools
Lead Software Engineer, Delphi-Condumex Joint Venture
Jun 2005 – Mar 2006
Activities & Accomplishments:
- Managed development tasks for four HVAC products, including resource management, metrics, risk analysis, and quality requirements.
Tools: Project management tools
Independent Test & Verification Engineer, Delphi-Condumex Joint Venture Jun 2004 – Jun 2005
Activities & Accomplishments:
- Verified software functionality of body & security electronics.
- Decreased testing duration by creating automation scripts and achieved 100% on-time deliveries.
Tools: Automation testing tools, verification software
Education
B.S. Electronic Systems Engineering, Instituto Tecnológico y de Estudios Superiores de Monterrey (ITESM), 2004.
Project Portfolio
Kaggle Competition: American Express Default Prediction
- Objective: Predict if a customer will default in the future
Credit Modeling (Lending Club)
- Objective: Predict if a borrower will pay off their loan on time or not
Finding the Best Markets to Advertise In
- Objective: Find the best two markets (countries) to advertise our product in Analyzing NYC High School Data
● Objective: Investigate possible relationships (correlations) between SAT scores and demographic factors (e.g. race, gender).