Vetted Regulatory Compliance Professionals

“AI/LLM practitioner who has deployed production chatbots across e-commerce, HRMS, and real estate, focusing on retrieval-first workflows for factual tasks like product and property search. Optimized intent understanding and significantly improved latency by using lightweight embeddings and tuning the inference pipeline on Groq (Llama 3.3), while applying modular orchestration and measurable production evaluation.”

“Recruiting Operations/Talent Ops leader who has managed both onshore and offshore recruiting teams and trained branch managers nationally on VMS tools. Known for redesigning ATS workflows and building recruiting dashboards to reduce time-to-hire in high-volume environments (including call center hiring), while improving candidate experience through scheduling and intake process standardization.”

“Partnered with senior leadership to roll out an organization-wide rebrand of mission and vision, then trained employees in cohorts of ~20 using structured materials (booklets, PowerPoint, videos) and facilitated Q&A to drive adoption. Applies a data-driven approach to organizational challenges by analyzing turnover and exit interview trends to identify common themes.”

“CTO/co-founder who spent the last 6 years running a Singapore venture studio (Undercurrent Capital), performing technical and business due diligence and leading ventures from ideation through growth. Notably built a MAS-regulated bond issuance platform (Cache) for a commodities brokerage, integrating onboarding, back-office, margin calls, and regulated money flows, attracting $120M USD in the first month.”

“Gaming integrations specialist with experience shipping pre-built slot games (e.g., Push Gaming titles) to casinos, operators, and aggregators via API integrations. Handles end-to-end launch workflow including requirements gathering, compliance/jurisdictional constraints, staging-to-production deployments, and coordinating bilateral API testing and production monitoring for new market launches.”

“People/operations leader who builds scalable HR and operating infrastructure for growing companies, including greenfield HR buildouts, HRIS/people analytics, compensation and career-path frameworks, and operating model redesign. Drove measurable impact at DCM Services by breaking down silos to support expansion into three new states and improving retention by 30%+, and has advised a startup CEO at Cerulean Sonar for six years to translate innovation into execution.”

“Works on clinical trial applications and data pipelines, including AWS Lambda-based file transfer workflows for clinical study metadata. Has hands-on experience hardening production systems by adding observability, SSH/auth exception handling (Paramiko), retries/timeouts, and validating changes across SIT/UAT/prod. Also supports adoption through tailored technical demos for new teams and vendor partners integrating into their workflows.”

“Unity/VR developer who built a game-jam puzzle platformer (“Splitting Image”) largely solo, centered on a mirror-based clone mechanic. Comfortable adapting to different VR headsets and team structures, and prefers hands-on problem solving over relying on AI tools.”

“Operations Manager leading a 10-person BA team and owning operations execution across three lines of business, with additional ownership of OKRs tied to talent development (IDPs), value metrics, and recognition programs. Designed an onboarding framework aligned to company strategy and OKRs that improved retention, ramp-up, and engagement, and built healthcare college partnerships to strengthen hiring and internship pipelines while supporting cross-functional enterprise system implementations (policy admin, finance/HR, billing, call centers).”

“No hands-on console game testing experience, but reports being fairly familiar with console certification frameworks (Sony TRCs, Microsoft XR, Nintendo LOT) and can articulate key compliance areas (network, save data, performance/stability, legal/regional, DLC). Uses AI tools in day-to-day QA work to refine database queries and test cases, and prioritizes production issues first under deadline pressure.”

“Built and productionized a clinical NLP + patient risk stratification platform at Dermanture, combining Spark/PySpark pipelines with BERT/BioBERT for entity extraction and text classification and downstream risk models in TensorFlow/scikit-learn. Experienced running regulated, auditable ML workflows with Airflow and AWS SageMaker, emphasizing data validation (Great Expectations), drift monitoring, and explainability (SHAP) to drive clinician trust and adoption.”

“Backend Python engineer who architected an event-driven order integration engine connecting EDI vendors to ERP/WMS/3PL systems, including a canonical order model and adapter framework to eliminate per-customer hardcoding. Has hands-on Kubernetes production experience (microservices, Celery workers, CronJobs, HPAs) and implemented GitOps/CI-CD using GitHub Actions, Docker, and ArgoCD, including moving deployments from on-prem to Azure.”