Vetted Forecasting Professionals

“Recruiting leader who has managed teams of up to 6 while remaining hands-on with requisitions, owning end-to-end process design, ATS administration, and performance metrics reporting to senior leadership (including CFO/CPO). Built retention and quality feedback loops (7/30/90-day, 1-year check-ins and exit interviews) and drove process improvements like job description revisions to increase candidate quality and secure additional headcount when demand exceeded capacity.”

“Chief of Staff and public-sector leader who has stood up new functions from scratch—hiring 26 people and building governance/processes across 8 locations—while navigating high-stakes regulatory stakeholders. In industry, implemented OKRs and performance systems (Leapsome) and led change communications to improve executive productivity and cross-team accountability.”

“Built a production LLM-powered clinical note summarization and retrieval system that structures patient/provider/payer discussions into standardized outputs (symptoms, treatments, clinical codes, and prior-auth decisions) and stores notes as embeddings for hybrid search and proactive prior-authorization prediction. Experienced with LangChain/LangGraph orchestration, RAG, and grounding against medical code databases, and has communicated model feasibility/limitations to business stakeholders (Virtusa/Comcast).”

“Operations leader with 15 years of experience managing teams up to 15 across IT, healthcare, accounting, and financial domains. Focused on KPI-driven performance, revenue/new client development, and process improvements (including implementing communication touchpoints) and has led a Bullhorn implementation with recruiters and account managers.”

“Sourcing/PD leader with 15+ years in home categories (home textiles, furniture, area rugs, home decor) who has owned end-to-end programs for major US retail, including vendor qualification across China/Vietnam and trade-risk mitigation by diversifying sourcing to Vietnam/Malaysia. Known for disciplined milestone tracking (T&A calendars, ETD/ETA) and rebuilding supplier relationships to restore sampling and drive order placement.”

“Revenue/sales operations and GTM builder for early-stage startups who designs repeatable sales processes (CRM pipeline stages, MEDDPICC, Challenger Sales) and operating cadences (OKRs) to improve conversion and forecasting. Also mentors product/technical founders—e.g., through the Canadian Technology Accelerator—helping a fintech founder establish segmentation, metrics, and an outbound motion that produced early recurring revenue and investor readiness.”

“Growth/partnership leader with creator-economy experience building purpose-driven partnerships with indigenous artists and community stakeholders, balancing authenticity with scalable revenue. Drove major GTM outcomes including 250% territory revenue growth, 135% attainment on a $12M quota, and a 500+ account ecosystem, plus a 20% retention lift through CRM workflow automation and onboarding optimization.”

“ML/NLP engineer focused on large-scale data linking for e-commerce-style catalogs and customer records, combining transformer embeddings (BERT/Sentence-BERT), NER, and FAISS-based vector search. Has delivered measurable lifts (e.g., +30% matching accuracy, Precision@10 62%→84%) and built production-grade, scalable pipelines in Airflow/PySpark with strong data quality and schema-drift handling.”

“Startup/scale-up operations leader who repeatedly builds lightweight but rigorous operating systems (OKRs/KPIs, agile/Lean cadences, PMO, financial controls, People Ops) from scratch and through change resistance. Cites measurable outcomes including 38% faster execution, 12x user growth, major cost reductions, and valuation increases (e.g., $6M to $56M in <12 months) across companies including DocuGuardian, Washify, NxtWash/NextWash, and Parkidy.”

“LLM/agentic systems builder who has deployed production solutions for a resource management firm, using an MCP-driven architecture with Neo4j + Elasticsearch and a ChatGPT frontend to generate candidate/company “SmartPacks” and answer entity Q&A. Also built a LangGraph/LangSmith-orchestrated multi-agent workflow that automates data-infra change requests end-to-end (impact analysis, SQL + tests, and PR creation), and delivered a ~60% latency reduction through TTL-based context caching while improving accuracy via a business data dictionary.”

“Built and deployed a production LLM-powered demand and churn forecasting system for an e-commerce client, combining open-source LLMs (LLaMA/Mistral) and Sentence-BERT embeddings to generate business-friendly explanations of forecast drivers. Strong focus on data quality and model trust (validation, baselines, segmented monitoring) and production reliability via Airflow-orchestrated pipelines with readiness checks, retries, and ongoing drift/A-B testing.”

“Logistics sourcing professional with hands-on experience optimizing domestic freight operations end-to-end—from spend analysis and RFPs to carrier negotiations—delivering 15% cost savings and a 12% on-time delivery improvement. Leverages market indicators (fuel, freight indices, currency) for cost forecasting and improved sourcing timing, and has driven process efficiency by automating bid comparisons to cut RFP evaluation cycle time by 30%.”

“Growth/partnership leader spanning gaming, creator ecosystems, and consumer/B2B GTM with unusually strong network reach (senior contacts across major tech). Built a white-label game hosting partner channel at Shockbyte to $5MM+ net new ARR with minimal investment, and previously conceived/negotiated a globally scaled Kinect experiential retail strategy attributed to 1M+ units and ~$500MM revenue. Also led FreshBooks’ early GTM and scaling from ~$500K to $15MM+ annual revenue while growing teams from 3 to 50–75.”