Data Scientist/Co - Founder Resume Berkeley, CA - Hire IT People

SUMMARY:

Data Engineer with skills and experiences working with machine learning and Big Data in cloud computing environments. Able to integrate multiple data sources into a coherent machine learning or predictive analytics system due to an understanding of/experience with Program Manager or Data Scientist use cases.

TECHNICAL SKILLS:

Distributed Computing: MapReduce/Hadoop, Pig, Hive, Spark, AWS, SoftLayer Tools/DB's: Tableau, Neo4j, MongoDB, graph analysis, Machine Learning, Neural Nets Programming: Python, Scala, C/C++, Java, JS/D3, Bash, R

EXPERIENCE:

Data Scientist

Confidential, Berkeley, CA

Developed architecture and custom ETL for keyword recommender system, based on a graph database.
Trained and evaluated machine learning models, using ROC curves and F-scores.
Adjusted loss functions to reflect actual business value of true/false positives/negatives.
Led Scrum team to develop AI to predict biotech IPO likelihood and expected valuation.
Presented research and results at Data Day conference in 2017.

Data Science Teaching Assistant

Confidential, Berkeley, CA

Developed Python 2 and Python 3 demonstrations, assignments, and material.
Evaluated Python code and Bash scripts for 3 sections of the Python Programming course.

Data Engineer/Project Manager

Confidential, Milpitas, CA

Developed in-house BI tool on AWS Map Reduce, using Pig and Tableau to enable data exploration.
Worked with Marketing team on data mining unstructured data to identify market trends and opportunities.
Programmed predictive analytics system to forecast bug rates over a product development life cycle, which helped correct committed ship dates to a major customer.
Contributed to data warehouse architecture for test automation and data integration projects.

Data Analyst/Staff Engineer

Confidential, Milpitas, CA

Performed statistical analysis on performance metrics, identifying likely failure points per customer spec.
Developed R and Python scripts to analyze and present test data.
Analyzed data access speeds and power consumption for Enterprise Storage Systems.
Programmed ETL to convert flat files and VDBench log files into RDBMS for SQL query.

Engineering Project Manager

Confidential, Austin, TX

Defined product requirements and marketing requirements for two drone platforms.
Managed schedules and resource allocation, and created gantts for multiple projects.
Negotiated with partners and helped define contracts for OEM manufacturing and procurement.

Project Manager

Confidential, Austin, TX

Co-founded and managed a successful business.
Identified profitable markets for aerial drones, and developed roadmap and business development plans.
Managed project based, Agile teams and reported progress and KPI's to stakeholders.

Project Manager Business Development

Confidential, Santa Anna, TX

Developed new business model for Commercial Business department and three new product lines.
Lowered costs by 30%, and increased reliability through component sourcing and contract negotiations.
Managed manufacturing and procurement projects valued up to $.5M.

Intelligence Analyst

Confidential, Washington, D.C.

Conducted business analysis, threat analysis, and SWOT analysis of al-Qaeda's business assets.
Presented results to the senior directors of the Confidential (NCTC).
Utilized business intelligence and open source intelligence to classify risk level.
Our final analysis corroborated a parallel analysis done using classified data by the CIA.

Hardware Engineer

Confidential, Fremont, CA

Engineered prototyping and product testing for multiple Dell branded product lines.
Created a new system to predict components in short supply, which led to faster prototyping cycles.

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Data Scientist/co - Founder Resume

Berkeley, CA

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