Resume

Industry Experience

Head of Data Science – North America, Zifo

Zifo is global technology consulting firm for Biopharma & Health industry

• Responsible for innovation, industry partnerships, business strategy & relationships

• Built global strategy, business plans, & global initiatives for revenue growth (~70%)

• Established AI/ML innovation teams, governance, & partnerships models

• Incubated new functions, the Data Products, Generative Biologics & Clinical Operations

• Partnered with Health & Pharma leaders for:

  • Enterprise data strategy & emerging AI/ML use-cases,

  • Data-driven decisions for optimizing AI/ML ROI from (~10M) strategic investment

• Championed Generative AI solutions including:

  • RAG-based assistants, LLM-based predictive models for clinical & research, and

  • Protein design models for in silico drug design; a combined $3.0M annual revenue

Senior Data Scientist III – Life Sciences, Elsevier (Global)

Elsevier is a global information analytics business specializing in science and health

• Led global AI/ML teams, supported executive leadership & product managers

• Developed patient safety reporting solutions, >40% operational efficiency for Embase

• Developed LLM-based information extraction solutions for drug disovery, safety, & efficacy decisions; now part of Pharmapendium & Embiology

• Chaired enterprise-wide AI/ML guild to establish:

  • AI/ML lifecycle, governance, & MLOPS recommendations,

  • Leading a global team & reporting to C-level executives

Data Scientist & Manager - Health Analytics, Elsevier, PA (USA)

Elsevier is a global information analytics business specializing in science and health

• Helped build the North America team of clinical experts & AI/ML scientists

• Developed Computer Vision-based solutions for diagnostic pathways & decision support

• Developed predictive solutions for ClinicalPath:

  • identify “patients-at-risk”; improved effectiveness by up to 80%

  • diagnose patient conditions to minimize clinical errors; increased correct diagnoses >26%

• Developed NLP & Deep Learning systems for:

  • medical coding & information extraction from unstructured clinical data;

  • built Elsevier’s Health Knowledge graph, now part of ClinicalKey