Vetted Quality Assurance Professionals

mahmoud abboud

Screened

Executive project management leader specializing in core banking transformation

Houston, TX20y exp

“Senior implementation consultant in fintech focused on banking and credit union clients, with end-to-end ownership of Jack Henry LoanVantage implementations. Stands out for hands-on work across discovery, configuration, data migration, UAT, training, and go-live, including managing compliance-sensitive legacy migrations and complex operational cutovers.”

“Growth and operations leader with 12+ years spanning corporate, private equity, entrepreneurial, and consulting environments. They have led multi-brand and international GTM initiatives at scale, including managing $12M+ budgets, overseeing an 850+ associate sales organization, launching a 4-language digital contract program, and driving 30% consecutive annual growth plus $8M in incremental revenue.”

“Full-stack and AI product engineer with strong AWS/Snowflake experience who built an internal feature flag platform and helped migrate a cybersecurity insights product into a multi-agent AI chat interface. They report production scale of 1M+ embeddings and 50k+ monthly queries, with outcomes including an 80% reduction in analyst work and dashboard generation in 7 minutes; the work was also featured by Claude and AWS.”

“Built a production internal LLM/RAG assistant at CVS Health to cut time spent searching long policy and clinical guideline PDFs, combining fine-tuned BERT/GPT models with FAISS retrieval and a FastAPI service on AWS. Demonstrates strong real-world reliability work (document cleanup, hallucination controls, monitoring/drift tracking with MLflow) and close collaboration with non-technical clinical operations teams via demos and feedback-driven iteration.”

“ML/NLP practitioner with banking experience (M&T Bank) who has built a GPT-4 RAG system using LangChain and Pinecone to connect unstructured customer data with internal knowledge bases, improving accuracy and reducing manual lookup time by 50%+. Strong in entity resolution and productionizing scalable Python data workflows, including major performance wins by migrating bottleneck joins from Pandas to Dask.”

“Candidate claims responsibility for end-to-end technical delivery and describes a structured four-phase delivery process (discovery, design/wireframes, build/testing with quality and velocity focus, and smooth launch). They declined to provide any specific project case studies, technologies, incidents, management examples, or compensation details during the screen.”

“QA/project leader with ~19 years experience running high-profile, multi-million-dollar software initiatives and driving quality through disciplined milestone gates (Alpha/Beta/FC/GM), regression planning, and weekly bug scrubs. JIRA-centric practitioner (Zephyr/Confluence) who partners closely with engineering, automation, documentation, marketing, and sustaining teams—including offshore collaboration—to unblock testers and improve diagnostics for difficult issues like memory leaks.”

“Former mechanical engineering professional who pivoted into business development and drove major international growth through strategic partnerships (helping scale headcount from a few to 300+ in 2–3 years). Now finishing an MBA (graduating in May) and building a recruiting/hiring-manager-focused product—prototype complete, validating demand, and aiming to launch an MVP within ~2 months before fundraising.”

“Startup operator with 8 years of experience who helped grow the business from limited initial capital into a much larger ARR. Somewhat familiar with the VC/accelerator landscape and strongly motivated to pursue entrepreneurship, with a clear framework for evaluating new venture ideas.”

Medi Val

Screened

Executive technology leader specializing in AI, digital strategy, and business transformation

Toronto, Canada25y exp

“Candidate reports being highly familiar with the venture capital and accelerator landscape, citing past experience working with VC-related environments at WINR Games and BioSymetrics. The interview ended early when the candidate withdrew their application, so detail is limited.”

“Built a production-grade LLM document processing and workflow orchestration platform at CBRE for internal operations teams, handling highly variable long-form documents with a reusable architecture involving 50+ coordinated LLM calls per request. Stands out for treating agentic systems like distributed backend infrastructure, with strong emphasis on evaluation, observability, reliability, and vendor-agnostic orchestration across Bedrock, Vertex AI, and OpenAI.”

“Startup-oriented operator who moved from strategy and product management into self-taught engineering to build Ratemykidscoach, a youth sports transparency platform, after participating in the Sandbox Startup Accelerator. Also has experience improving PM operating processes at Instructure's Canvas LMS and balancing strategic and operational work in an academic setting.”

Daniel Dickson

Screened

Executive engineering leader specializing in SaaS, AI/LLM systems, and startup growth

Portland, OR16y exp

“Experienced CTO with a track record of taking three companies to successful exits, including one merger with eBay. Has worked extensively across venture capital, startup studio, and accelerator environments, with core responsibility for leading software development and infrastructure in high-growth settings.”

Andreas Haryono

Screened

Senior Technical Project Manager specializing in game development QA and SDK releases

Sukoharjo, Central Java, Indonesia13y exp

“Game tester with hands-on QA experience primarily on mobile and PC titles, looking to transition into console testing. Emphasizes critical-path prioritization (e.g., crashes) and uses AI-driven R&D to ramp quickly while reviewing test cases and masking sensitive data.”

“Project manager with end-to-end ownership of complex enterprise software implementations, including post-acquisition platform migrations from Genesys to Avaya and a portfolio of 9 concurrent projects. Brings hands-on governance discipline across planning, RAID tracking, resource capacity, critical path management, and executive communications, with experience delivering mission-critical operational and manufacturing system upgrades.”

“Engineering leader who grew from Lead Developer to CTO at Clips4Sale, scaling the org to around 30 people while restructuring engineering around revenue-driving initiatives like search, payments, reliability, and creator tools. Also built AI-powered event discovery and chatbot systems at FOSH using Claude, combining human feedback, prompt evaluation, and product simplification to improve output quality and user experience.”