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Data Scientist specializing in pharmaceutical research
Corey Bono
,
Oakland, United States
Experience
Other titles
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I'm offering
Hello!
I’m an experienced data scientist working in the pharmaceutical industry. My projects are for clients large and small doing data analytics, visualization, trend analysis and modeling for their products. I work in Python, SQLite and R and enjoy working on science applications but can bring an experienced and research focused mindset to your projects.
I’m an experienced data scientist working in the pharmaceutical industry. My projects are for clients large and small doing data analytics, visualization, trend analysis and modeling for their products. I work in Python, SQLite and R and enjoy working on science applications but can bring an experienced and research focused mindset to your projects.
Markets
United States
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Industries
Language
English
Fluently
Ready for
Larger project
Ongoing relation / part-time
Full time contractor
Available
My experience
2016 - ?
job
Research and Development Associate
Marin Biologic Laboratories.
Conducted research and development of GMP cell based assays for industry and academic clients,
specializing in Flow Cytometry. Designed, executed and analyzed experiments presenting summarized
results to clients under direction of PhDs and Director of Scientific Affairs. Created robust, precise and accurate assays to determine EC50's, Relative Potencies and stability of research compounds, cell
lines and proprietary techniques.
• Utilized data analytics to improve outcomes of experiments, projects and laboratory operations.
Generated predictive models and analysis templates for experiments to improve the capabilities of pilot
and early research experiments to predict outcomes. Initialized statistical analysis in pre-validation and validation experiments to assist with assay robustness and minimize errors. Identified relationships between project failures with validation successes to generate assay templates and laboratory
procedures for experimental success.
• Oversaw and managed the regulatory status of GLP and GMP laboratory equipment, established
procedures for maintenance, calibration and documentation per regulatory requirements. Facilitated
collaboration between management and research assistants to identify and address regulatory issues to produce informed policy and procedures for the laboratory. Addressed and implemented equipment
quality control measures and GMP production techniques such as calibration documentation protocols,
validation of equipment with IQ, OQ and PQ protocols, and GMP layouts in designated GMP areas to improve compliance.
• Executed bi-annual reviews of SOP's and updated 172 SOP's covering laboratory equipment,
procedures, training and management practices. Implemented data analytics of audit responses to identify audit preparation and response strategies to reduce findings, improve outcomes and facilitate
productive inter-client quality control relationships. Represents the laboratory during regulatory and client audits regarding equipment.
• Successfully managed multiple development to validation projects, leading to sample testing contracts
and further research and development contracts with clients. Provided scientific insights, analysis,
documentation and findings to improve processes and assist clients in meeting benchmark
development goals.
specializing in Flow Cytometry. Designed, executed and analyzed experiments presenting summarized
results to clients under direction of PhDs and Director of Scientific Affairs. Created robust, precise and accurate assays to determine EC50's, Relative Potencies and stability of research compounds, cell
lines and proprietary techniques.
• Utilized data analytics to improve outcomes of experiments, projects and laboratory operations.
Generated predictive models and analysis templates for experiments to improve the capabilities of pilot
and early research experiments to predict outcomes. Initialized statistical analysis in pre-validation and validation experiments to assist with assay robustness and minimize errors. Identified relationships between project failures with validation successes to generate assay templates and laboratory
procedures for experimental success.
• Oversaw and managed the regulatory status of GLP and GMP laboratory equipment, established
procedures for maintenance, calibration and documentation per regulatory requirements. Facilitated
collaboration between management and research assistants to identify and address regulatory issues to produce informed policy and procedures for the laboratory. Addressed and implemented equipment
quality control measures and GMP production techniques such as calibration documentation protocols,
validation of equipment with IQ, OQ and PQ protocols, and GMP layouts in designated GMP areas to improve compliance.
• Executed bi-annual reviews of SOP's and updated 172 SOP's covering laboratory equipment,
procedures, training and management practices. Implemented data analytics of audit responses to identify audit preparation and response strategies to reduce findings, improve outcomes and facilitate
productive inter-client quality control relationships. Represents the laboratory during regulatory and client audits regarding equipment.
• Successfully managed multiple development to validation projects, leading to sample testing contracts
and further research and development contracts with clients. Provided scientific insights, analysis,
documentation and findings to improve processes and assist clients in meeting benchmark
development goals.
Testing, Processes, Contracts, GLP, Audit, Production, BEE, Direction, Development, Regulatory, Operations, Gmp, Presenting, Compliance, Analytics, Management, Training, Audit, Contracts, Research
2013 - 2016
job
GMP Technician
Genentech.
• Performed GMP dispenses per SOPs, completed assigned weekly tasks with team members and independently.
• Alternate Lead for a ten person team; provided feedback and advice on SOP's, initiating detailed
scheduling to meet production demands, and trained members on effectively using computer systems to minimize discrepancies.
• Facilitator of Safety Improvement Team, conducting meetings and coordinated cross department
cooperative improvement projects in response to safety and environmental hazards. Executed a
department-wide Personal Protective Equipment improvement project to minimize worker injuries.
• Initiated and executed a shift planning and ordering strategy to predict and fulfill demands of production
schedule and provide stable inventory flow to clients. Strong planning, coordination and communication
abilities that are simultaneously flexible and dependable.
• Trained and knowledgeable about SOPs, QS and GMP standards for company and industry.
• Alternate Lead for a ten person team; provided feedback and advice on SOP's, initiating detailed
scheduling to meet production demands, and trained members on effectively using computer systems to minimize discrepancies.
• Facilitator of Safety Improvement Team, conducting meetings and coordinated cross department
cooperative improvement projects in response to safety and environmental hazards. Executed a
department-wide Personal Protective Equipment improvement project to minimize worker injuries.
• Initiated and executed a shift planning and ordering strategy to predict and fulfill demands of production
schedule and provide stable inventory flow to clients. Strong planning, coordination and communication
abilities that are simultaneously flexible and dependable.
• Trained and knowledgeable about SOPs, QS and GMP standards for company and industry.
Gmp, Safety, Facilitator, Production
2012 - 2013
job
Research Scientist
Hanover Environmental Consultants.
• Prepared geological core samples for analysis, completed assigned laboratory documentation and report preparation for known environmental concerns and pollutants.
• Identified 74 sites with Recognized Environmental Concerns; wrote 130 individual Phase 1 reports that
led to a contract for 58 Phase 2 cleanups.
• Provided routine updates to Project Manager on progress, status, and issues associated with environmental documentation and laboratory results.
• Identified 74 sites with Recognized Environmental Concerns; wrote 130 individual Phase 1 reports that
led to a contract for 58 Phase 2 cleanups.
• Provided routine updates to Project Manager on progress, status, and issues associated with environmental documentation and laboratory results.
Project Manager, Research, Manager, LED
My education
?
-
2012
University of California - Berkeley
BSc, Molecular Toxicology
BSc, Molecular Toxicology
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