Julia Porrino
@juliaporrino
MLE with 10+ years of experience in developing scalable ML solutions.
What I'm looking for
I am a Machine Learning Engineer with over a decade of experience in developing scalable machine learning solutions. My passion lies in leveraging data to drive innovation and deliver actionable insights. I have a proven track record of building and deploying machine learning models that enhance business operations and improve decision-making processes.
Throughout my career, I have successfully engineered end-to-end machine learning pipelines, optimized algorithms, and implemented real-time prediction systems. My work at EpiBone involved applying machine learning to clinical data, which significantly improved the analysis of biomarkers for bone growth. I have also developed automated systems that streamlined operations, saving substantial time and costs for my organization.
In addition to my technical expertise, I am dedicated to continuous learning and professional development. I hold a Data Science Certificate from TripleTen and have completed various technical trainings in machine learning and programming. I am eager to contribute my skills and knowledge to a forward-thinking organization that values innovation and data-driven decision-making.
Experience
Work history, roles, and key accomplishments
Data Systems Engineer
EpiBone
Jul 2017 - Present (7 years 11 months)
Applied machine learning to clinical patient data, identifying proteomic and gene expression biomarkers to enhance analysis for implant-ready bone production. Engineered and supported R and MATLAB scripts to optimize performance and data analysis for high-value equipment, while automating R&D and cGMP operations with a digital QMS, significantly streamlining FDA/IND submissions and quality reviews
Financial Analyst
AJ Maintenance
Jun 2014 - Jul 2017 (3 years 1 month)
Utilized R to generate over $800K annually by developing, testing, and implementing algorithms and data models that identified optimal retailers for maintenance and contracting services. Positioned the company as a preferred vendor by updating technical documentation, ensuring 90% service level adherence across five states.
Lab Technician
Marypaul Laboratories
Jan 2008 - Mar 2011 (3 years 2 months)
Managed multi-tiered industrial microbiology assessments on production batches to ensure adherence to USP, FDA, EPA, and LAL testing standards. Introduced a laboratory project management system to track data, resulting in $2.3M in savings and a 39% improvement in efficiency.
Education
Degrees, certifications, and relevant coursework
TripleTen
Certificate, Data Science
Completed a comprehensive program in Data Science, focusing on practical applications and industry-relevant skills. Gained expertise in machine learning, data analysis, and statistical modeling.
New Jersey Institute of Technology
Bachelor of Science, Mathematical Biology
Pursued a Bachelor of Science in Mathematical Biology, gaining expertise in the application of mathematical and computational methods to biological problems. Studied interdisciplinary concepts at the intersection of mathematics and biology.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Social media
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