Vetted Consultants in California

“Operations/finance leader who joined Google during a rapid growth phase (circa 2007–2008) and built foundational analytics and governance systems across revenue, partnerships, and global marketing finance. Known for shifting organizations from qualitative/"feel" decisions to metrics-driven quota setting, deal evaluation (including cannibalization and margin thresholds), and ROI-based marketing budgeting while aligning senior stakeholders like CFO and CMO.”

“AWS enterprise customer leader supporting the Apple Maps account, focused on large-scale migrations from on-prem (e.g., Cloudera) to AWS EMR/EBS. Known for deep troubleshooting and cross-functional execution (Grafana-driven autoscaling fixes, Graviton capacity/ICE mitigation) and for tying roadmap alignment to commercial outcomes, including a cited $30M incremental ARR expansion.”

“Built an "AskMyVideo" system that turns YouTube videos into queryable knowledge graphs by transcribing audio (Whisper), chunking and embedding content, and enabling traceable answers back to exact timestamps. Strong in entity resolution (rules + fuzzy matching + TF-IDF/cosine with PR-curve thresholding) and modern retrieval stacks (FAISS, hybrid dense/sparse, domain fine-tuning with ~12% precision gain), with a production mindset using Airflow/Prefect, Docker/FastAPI, and LangSmith/Prometheus/Grafana observability.”

“ML/NLP practitioner working across healthcare and business/finance use cases: currently fine-tuning a domain-specific Llama 3.1 model for safe reasoning over EHRs/clinical notes using RAG + RL/DPO and RAGAS-based evaluation. Has built UMLS-driven entity normalization pipelines with quantified quality gains and developed embedding/vector-DB systems (FAISS) for semantic matching and forecasting/recommendation applications at Aurora AI and Banxico.”

“Dynamics 365 Project Operations/Field Service implementer focused on operational execution—built foundational task tracking and expedited field-service scheduling with improved visibility, alerts, and billing/sales record traceability. Uses interviews plus pilot/testing to refine UI and business processes for adoption, and applies A/B testing techniques to both marketing emails and D365 form experiences while partnering with the D365 product team to address bugs and usability.”

“Independent biotech operations consultant and former biotech operations director who specializes in standing up startup lab operations end-to-end—facility buildouts, equipment procurement, and workflow/SOP implementation. Known for building clear operating rhythms (SMART/RACI, dashboards in MS Project/Smartsheet) and driving cross-functional execution; previously centralized R&D procurement at Abbvie/Pharmacyclics to cut PO processing time by 40%.”

“Fashion buyer/category manager with end-to-end ownership of Shopbop’s evening business, using Excel-driven classification and pricing tier analysis to uncover demand opportunities and deliver +20% above annual sales target on higher margin. Experienced negotiating vendor sell-through agreements (e.g., Marchesa Notte) and using RTV to reduce inventory risk while maintaining full-price selling; also has a track record coaching buyers to drive incremental revenue (e.g., $350K unplanned full-price sales via an exclusive delivery).”

“Robotics software engineer with semiconductor wafer-handling automation experience at Mattson Technology, building C++ control software for ATM and vacuum robots coordinating through a load-lock (pressure/door/pump sequencing). Implemented multi-vendor communications with auto-detection across SECS serial and TCP/IP, and validated behavior using simulation + GUI animation, logging/sniffers, and hardware-in-the-loop testing; currently self-studying ROS 2.”