Vetted Data Transformation Professionals

Chase Bradley

Screened ReferencesModerate rec.

Staff AI Engineer specializing in LLM systems, retrieval, and ML infrastructure

Remote10y exp

“ML/LLM engineer from Cohere who has owned retrieval, reranking, agentic workflows, and internal evaluation infrastructure end-to-end in production. Particularly strong in turning brittle RAG and research-heavy ideas into scalable enterprise systems with grounded outputs, lower customer escalations, and adoption by major clients like Notion and Fujitsu.”

Padmaja Tyada

Screened ReferencesStrong rec.

Executive engineering leader specializing in cloud, AI, and FinTech platforms

San Jose, CA25y exp

“Engineering leader with experience scaling teams from 25 to 60+ and delivering both enterprise platform modernization and AI-native product innovation. At Experian, he led an AWS transformation of a high-volume credit platform serving 250M+ consumers, achieving 10x performance gains and 30% cost reduction; at Channel Core, he built AI-powered creator tools using OpenAI and RAG that improved adoption and personalized outreach outcomes.”

“Senior engineering/technology leader who has defined and delivered a multi-year roadmap to modernize platforms and embed AI, leading global teams through cloud-native and microservices migrations on AWS/Azure. Demonstrated measurable outcomes including 99.99% uptime, 40% fewer incidents, 25% faster delivery, 5x scalability, and $30M in new business opportunities, while scaling a 100+ person distributed org with strong OKR-driven execution and mentorship culture.”

“Senior product manager with deep fintech and AI product experience across Vanguard and Seeking Alpha. Most notably led Vanguard's first shipped AI product—an ML-powered portfolio optimization web app for financial advisors—from Python prototype to production, while also building internal model validation systems and later redesigning PM training adopted across the organization.”

Joseph Vito

Screened

Principal Technology Transformation Executive specializing in cloud modernization and data platforms

New York, NY35y exp

“AWS advisory leader and long-tenured (4 decades) execution-focused operator who helps startups and enterprise "startup-like" business units scale operations through customer-centric mechanisms (Working Backwards/PRFAQ) and tech-enabled modernization. Delivered concrete process gains (e.g., ~30% faster mortgage workflow and ~10 manual handoffs eliminated via automation/microservices) and advises VC/startups on data/infra ops, AI-driven differentiation, and go-to-market positioning across multiple industries.”

“Senior product engineering and data architecture leader who has owned end-to-end solutions for enterprise analytics and legal search platforms, including work for Sony Pictures Entertainment and Accenture Legal. Combines executive-level architecture and team leadership with hands-on experimentation in modern AI systems, recently building a multimodal Hugging Face agent that significantly exceeded its benchmark score.”

“Software engineer with a rare mix of early startup product-building and large-scale enterprise data platform work. At a 40-person digital signage startup, they wrote much of the customer-facing software, and later at Qualtrics built Go and Python ETLs, internal configuration tools, and B2B data products supporting survey analytics and custom data science workflows.”

“Built a production LLM-powered data ingestion workflow at Provi, an online alcohol marketplace, to clean and match millions of distributor inventory items against a product catalog. Their experience is strongest in applying LLMs to real-world, large-scale data operations with AWS Glue, S3, batching, API integration, human review, and drift detection.”