Data Scientist Resume San Diego, CA - Hire IT People

EXPERTISE AREAS:

Data science, hands - on coder, temporal and log analysis, SQL, NoSQL, visualization, time-motion, operations research, UX, econometrics, algorithm, machine learning, computational statistics, Mathematica, AWS.

EXPERIENCE:

Data Scientist

Confidential, San Diego, CA

Responsibilities:

Authoring book/videos: "Functional Data Workflow: Practical Methods with a Time - Motion UX Case Study"
Defining a business model for project-oriented coding camp/data incubator in collaboration with Wolfram Research
Developing content for "Machine Learning in Finance" course for Fitch Learning

Consultant

Confidential, Franklin, TN

Responsibilities:

Full time consultant: data analytics, econometrics forecasting, business reporting, healthcare fintech startup
Worked with COO on data analysis and machine learning development and application to operational data
Implemented software pipelines for client - facing business reports (eg, projections, financial reserves)
Responsible (with treasuer) for maintaining code, report integrity, financial reconciliation
Responsible (with COO) for predictive model evaluation and optimization
Data extracted from transactional healthcare claims and clinical electronic records
Regression and time-series models trained on ~50M historical transactions (10-100GB scale)

Tools: Mathematica desktop, Mathematica Online on Amazon AWS; SQL

Statistician

Confidential, La Jolla, CA

Responsibilities:

Co - lead (with PI) scientific research project plan & development: time-motion/UX/OR studies in clinical settings
Responsible for securing total ~$10M in competitive federal funding through 3 multiyear (R01) studies
Lead analyst: responsible for data management, security, pilot, dictionaries, methods, scientific communication
Responsible (with project manager) for IRB protocol compliance
Responsible for quarterly progress and final reports to funding agencies
Supervised analysis team; trained and mentored assistants and analysts (dictionaries, code review)
Developed and organized workshops to disseminate findings to technical and clinical staff ( Confidential, VA)
Participated as SME in Veterans Affairs national initiatives (Hi2, Vista Evolution/eHMP) to redesign enterprise IT
Defined requirements for commercial proposals (IBM, others) for VA Usability Analytics platform
Helped prototype: Active Notes app combining medication order entry & documentation (VE/eHMP)
Led "Clinical Event Browser" app prototype and visualization study funded by VA Human Factors Engineering
Developed a "Functional Data API" Application Programming Interface based on these studies/methods

Tools: Mathematica, Google and Dropbox cloud sharing, Excel, misc storage formats

Senior Statistician

Confidential

Responsibilities:

Participated in I2B2 NLP (Natural Language Processing) project for processing temporal events in healthcare
Developed graph theoretical methods and visualization go help guide project participants

Tools: Mathematica, Dropbox file sharing, misc formats

Statistician

Confidential

Responsibilities:

Data Analyst/scientist on preliminary time - motion/UX study of doctor-patient communication in real-world outpatient settings based on video capture of visit activity
Developed data analysis methods leading to scaled up studies

Tools: Mathematica, misc file formats

Postdoctoral Research

Confidential, La Jolla, CA

Responsibilities:

Developed Survival models in oncology for select cancer types
Responsible for model evaluation and selection, scientific communication
Data in CSV/Excel spreadsheets extracted based on expert graded imaging and biomarkers feature modeling, dim reduction (tSVD) similarity search, k - means, graph-based clustering, regression using resampling (bootstrap analysis)

Tools: Mathematica, various data storage formats (Excel, tabular, SQL)

Statistician

Confidential

Responsibilities:

Forensic fault detection in experimental communication systems
Development network analysis methods, temporal clustering, sequence analysis
Data extracted from logs of large scale disaster responses drills

Tools: Mathematica, Postgres SQL log extraction

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Data Scientist Resume

San Diego, CA

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