Vetted Cross-Functional Collaboration Professionals

“Operations and general management leader with experience spanning Citibank (Regional VP), a startup COO/GM role, and industrial operations at Tatco. Has delivered high-impact operational and technology changes including a Paychex payroll migration for 150+ employees and an ERP/subscriber migration of 200,000+ records that improved marketing execution and sales enablement, while also managing executive alignment and sensitive workforce matters.”

“AI/software engineer with experience at Visa building a real-time transaction fraud/risk scoring microservice in the card authorization path (Python, Kafka, Kubernetes on AWS) with strict 120–150ms latency constraints and reason-code outputs for downstream decisioning. Owns ML backend end-to-end (data/feature engineering, model training, deployment) and has demonstrated production reliability work including latency spike mitigation, SLO-based observability, drift monitoring, and safe fallbacks to rule-based decisions.”

“AI/ML engineer who has shipped production AI systems end-to-end, including an automated multi-channel (Gmail/WhatsApp/voice) candidate interviewing workflow and an enterprise RAG knowledge search platform. Demonstrates strong production rigor (monitoring, A/B tests, guardrails, schema validation, shadow testing) with quantified impact: ~60–70% reduction in interview evaluation time and ~20–30% relevance gains in RAG retrieval.”

“Senior/brand designer with portfolio work spanning fintech and AI SaaS, including leading the Daylight Grow launch for an LGBTQ+ audience across multiple channels (web, social, email, events, merch, OOH). Expanded Cleanlab’s Figma design system in close partnership with engineering and led visual QA to support fast, high-volume iteration without quality drift; also drove direct mail + landing page redesigns for Happy Money to improve acquisition performance.”

“GenAI/ML engineer in Citigroup’s finance environment who has deployed production RAG systems for investment banking under strict privacy and model-risk constraints. Built an internal-VPC Llama2 + Pinecone + LangChain solution with NER redaction and citation-based verification to prevent hallucinations, delivering major time savings, and also partnered with global finance executives to ship an AI early-warning indicator for treasury/liquidity risk.”

“Performance marketer focused on full-funnel paid media systems across Meta, Google (Search + Performance Max), and TikTok, with experience scaling spend into the ~$80K–$120K/month range while maintaining strong ROAS. Emphasizes rigorous creative testing (6–10 launches/week with 72–96 hour decision windows), GA4 validation, and controlled budget scaling; cites a turnaround case improving CTR 30%, reducing Meta CPA 27%, and lifting blended ROAS to ~3.1x in ~3 weeks.”

“Hands-on engineering leader who has scaled teams quickly (hired 20 engineers in 4 months) and led major architecture shifts including monolith-to-microservices and serverless, async AI-driven medical data ingestion/search. Also drove a versioned-inventory redesign with auditability and rollback that reduced operational errors by 22%, and demonstrates strong incident response with clear stakeholder communication.”

“Talent acquisition leader who has managed recruiting orgs of up to 25 direct reports and can also jump in hands-on for SLT/ELT executive searches. Built end-to-end recruiting operations from a blank slate at Lumos (SOPs, KPIs, rubrics, ATS workflows) to enable rapid scaling, and partnered with ELT/Finance on a global contractor/freelancer platform rollout with cost, compliance, and worker-classification risk considerations.”

“Talent acquisition leader with experience managing recruiter/sourcer teams (7–13 direct reports) and partnering closely with HRBPs and executive stakeholders on workforce planning, org design, and compensation strategy. Drove measurable recruiting outcomes, including implementing HireEZ to modernize sourcing (18% time-to-fill reduction) and successfully staffing a large government contract requiring ~150 hires by influencing leadership to adjust below-market compensation.”

“HR/People leader specializing in complex change and employee relations, including post-acquisition integration and multi-company rebranding environments. Built an end-to-end playbook to integrate 75 acquired employees (job mapping, comp/incentives, classification changes, HRIS/payroll execution, legal risk mitigation) that became a regional template, and is known for influencing resistant leaders while maintaining compliance and trust.”

“Talent Acquisition/Recruiting Operations leader with experience across aviation, technology, corporate/finance, and education. Led a 12-person TA org and drove major operational transformations, including a Southwest Airlines pilot pipeline program cutting time-to-cockpit from ~10 years to ~4 and forecasting 400–600 pilots annually at peak. Recently served as primary TA stakeholder for an iCIMS-to-ADP RM ATS migration, simplifying workflows and reducing recruiter administrative work by ~70%.”

“Hands-on technical professional experienced in taking LLM/AI-adjacent integrations from prototype to production, using customer observation to refine UX and uncover edge cases. Diagnoses workflow issues in real time using logs and Sankey-style workflow analysis, and communicates fixes with clear short/long-term plans plus proactive alerting. Also partners cross-functionally to drive adoption and cost savings, including a POC around IBM Sterling Integrator that reduced licensing costs by $30K/year.”

“Operations/product leader with experience integrating product organizations after acquisitions, standardizing Agile/PDLC and RACI to remove ambiguity and enable on-time launches. Hands-on in implementing Jira-based execution frameworks and mentoring exec teams on KPI/OKR operating cadence, including adopting a Product/Engineering/UX triad model to reduce rework and improve customer alignment.”

“Full-stack engineer with strong DevOps/AWS production experience who builds and operates multi-agent AI systems end-to-end (Streamlit/Python through Docker/Kubernetes and ECS/Fargate). Has delivered measurable outcomes: sub-2s latency and ~92% routing accuracy for an AI wellness assistant, shipped an AI-for-BI prototype in under 6 weeks cutting analysis time ~40%, and improved pipeline iteration speed ~35% via modularization and CI/regression checks.”

“Engineering manager leading a 15-person team at FBN on the Gridbull platform, shipping a self-serve pricing/quoting tool for structured commodity products using real-time futures market data. Owns architecture and reliability for third-party data integrations (WebSocket + REST fallback), including resolving a day-one production incident caused by undocumented vendor connection resets. Introduced lightweight Technical Implementation Plans to improve cross-functional alignment and delivery speed in a high-growth environment.”

“Game QA professional with live production experience owning QA strategy for a cross-platform seasonal loadout system in a live server shooter. Works in Agile/Scrum with CI/CD, using Jira + TestRail (including two-way sync) to drive traceable test coverage and fast triage via evidence-rich bug reports. Emphasizes risk-based coverage, regression discipline across builds, and converting gameplay feel into actionable design/engineering feedback.”

“Operations/project management intern with hands-on procurement and supply chain analytics experience: owned end-to-end sourcing and vendor negotiations for a 20,000 sq ft luxury estate and helped recover a project that was 2 months behind schedule. At DHL Supply Chain (Campbell’s account), built Power BI dashboards from WMS (Blue Yonder) data and used time studies to uncover a six-figure labor cost issue, influencing multi-stakeholder operational changes.”

“DevOps engineer focused on CI/CD who built and productionized LLM/MCP-based chat agents integrated into Cisco Webex to help developers troubleshoot PRs and pipelines via GitHub/Jenkins data. Strong in operationalizing agentic systems with observability (OpenTelemetry/Grafana), user-scoped rate limiting, and Kubernetes-based scaling, and has presented demos on agent SDK capabilities and DORA metrics dashboards.”

“Senior Campaign Manager who owns $50K–$250K/4-week high-spend accounts across Meta, Google, TikTok, and Yahoo programmatic display. Led a $120K mixed-media launch for P&G focused on new-to-brand purchases (including an incremental lift study) and uses disciplined testing plus saturation/impression-share diagnostics to reallocate budget—driving a reported 25% conversion lift with stable CPA.”

“Built a production Medicare Q&A chatbot using OCR (pytesseract), LangChain chunking, ChromaDB embeddings/retrieval, and an Ollama LLM. Thinks in terms of practical tradeoffs (cost, model selection, static vs frequently-updated corpora) and emphasizes deterministic testing plus observability for reliable LLM workflows; also has experience automating non-technical teams' pain points (e.g., recruiting event integration).”

“Game designer with shipped multiplayer FPS experience on XDefiant, owning end-to-end mode design and tuning (Capture the Flag) and co-designing the Hardpoint spawn system across maps. Builds and iterates prototypes directly in Unreal Engine 5 using Blueprints, and has navigated real console/engine performance constraints and post-launch fixes while maintaining competitive integrity.”