Development & IT Consultation with Arthur W.
Development & IT Consultation with Arthur W.
I'm a generative AI consultant with +10 years working in top-tier research institutions and founding VC-backed startups.
I advise clients on AI strategy — technical architectures, roadmaps, budgeting and tools selection — so you can actually create real-world value.
Throughout my life, I've had the pleasure of working on 100+ AI projects ranging from startups to enterprise in various industries.
Let's build something great!
Get personalized advice on:
AI & Machine Learning
AI Integration
Chatbot Development
Mobile App Development
ai agent development
generative ai software
ai chatbot
ai app development
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About Arthur
AI Automation & Agents | Fractional AI CTO | Business Advisor
100%
Job Success
San Francisco, United States - 3:45 pm local time
Experienced AI Consultant with 10+ years working in top-tier research with MIT professors & founding 2 VC-backed startups (over $1M of entrepreneurial insights and lessons learned).
I've helped 50+ businesses make efficiencies and scale through AI: sfailabs .com
Recent business case studies:
⭐ AI transformation for a $2B private equity firm for their sales & marketing pipeline.
⭐ Helped a healthcare team cut admin processes by 40% through LLM-driven automation
⭐ Guided an enterprise finance department to build their proprietary AI copilot.
⭐ Streamlined project documentation with AI to save 20 hours per week for a construction firm.
My services:
🎨 AI Architecture Design
🚀 AI Development (Agents, Platforms, Products)
🔍 AI Commercialization Advising
🤖 AI Strategy for Market Trends and Insights
🧠 CTO | Tech advisor | Consultant – I can join your team on a partial basis
How I can help:
💼 Identify your best AI opportunities in your business or market
🧠 Design and build your custom AI (agent, platform, product)
💸 Launch your AI to maximize profit & impact
First-author on AI conference papers (ICRA, AAAI, ICCM) and US Patent holder #405505-561P01US. I obtained a M.S. of Computer Science from Brown University, later awarded a Research Fellowship by the National University of Singapore. Founder of VC-backed AI companies with diverse industry applications.
Sharing Knowledge in:
✅ AI Consulting
Generative AI Consulting, AI Automation Consulting, AI Opportunity Assessment, Workflow Audit, Use-Case Prioritization, ROI Modeling, Build-vs-Buy Analysis, Vendor Selection, AI Governance, Production Readiness Assessment, and Fractional AI CTO Services.
✅ AI Workflow Automation
AI Workflow Automation, Business Process Automation, n8n, Make, Zapier, CRM Automation, Email Automation, Approval Workflows, Document Routing, Data Synchronization, Event-Driven Workflows, and Human-in-the-Loop Automation.
✅ AI Agents & Copilots
AI Agent Development, Agentic Workflows, AI Copilots, Internal AI Assistants, Multi-Agent Systems, Agent Memory, Agent Orchestration, Tool Calling, Function Calling, Structured Outputs, Model Context Protocol (MCP), LangGraph, CrewAI, and AutoGen.
✅ RAG & Enterprise Knowledge Systems
Retrieval-Augmented Generation (RAG), Agentic RAG, Enterprise Knowledge Bases, Semantic Search, Hybrid Search, Vector Databases, Permission-Aware Retrieval, Source Attribution, Document Chunking, Embedding Pipelines, and Retrieval Evaluation.
✅ Document Intelligence
Intelligent Document Processing, PDF Data Extraction, Contract Analysis, Invoice Processing, Form Processing, Document Classification, Table Extraction, Metadata Extraction, Document Summarization, Validation Workflows, and Exception Handling.
✅ LLM Application Development
OpenAI API, Anthropic Claude, Google Gemini, Llama, Mistral, LangChain, LlamaIndex, Prompt Engineering, Structured Data Extraction, Multimodal AI, Fine-Tuning, LoRA, QLoRA, and Hugging Face.
✅ Enterprise Integrations
Salesforce Automation, HubSpot Automation, Slack Integrations, Microsoft Teams Integrations, Google Workspace Automation, Notion Integrations, REST APIs, Webhooks, OAuth, SQL, NoSQL, ETL Pipelines, and Data Connectors.
✅ AI Evaluation & Guardrails
LLM Evaluation, Prompt Testing, Hallucination Detection, Retrieval Testing, Output Validation, AI Guardrails, Model Monitoring, Human Review Workflows, Audit Logging, Access Controls, and Production Observability.
✅ Production AI Infrastructure
AWS, Microsoft Azure, Google Cloud Platform, Docker, Terraform, CI/CD, GitHub Actions, FastAPI, Microservices, Model Serving, Scalable Inference, Secrets Management, and Cloud Deployment.
What to expect
Schedule the consultation
Choose from the freelancer’s available days and times.
Get advice for your custom needs
Share details about your project and what you want to talk about. The freelancer will review and reach out if they have questions.
Join the Zoom meeting
1-on-1 meeting with the freelancer to discuss your needs and project.
Approve the work
The freelancer will finish up the documents you asked for and send them to you for approval:
Before the consultation
Here’s what Arthur will need to know before you meet
- Tell me about your project and what you want to accomplish in 60min
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MT
Michael T.
Jul 10, 2026
Arthur was great to work with. He is very knowledgeable and listened to our needs and provided good suggestions on how best to achieve our goals. I would highly recommend Arthur and his firm to anyone looking for AI Consulting Services.
MS
Martin S.
Mar 17, 2026
SD
Soren D.
Mar 12, 2026
Looking forward to the next steps!
NV
Nate V.
Mar 11, 2026
Super knowledgable and very creative thinker. I'm excited to work with him on our future project(s).
Jv
Jelmar v.
Mar 10, 2026
MT
Michael T.
Jul 10, 2026
60 minute consultation
Arthur was great to work with. He is very knowledgeable and listened to our needs and provided good suggestions on how best to achieve our goals. I would highly recommend Arthur and his firm to anyone looking for AI Consulting Services.
MS
Martin S.
Mar 25, 2026
Codebase Review Statement
MS
Martin S.
Mar 17, 2026
60 minute consultation
SD
Soren D.
Mar 12, 2026
60 minute consultation
Looking forward to the next steps!
NV
Nate V.
Mar 11, 2026
60 minute consultation
Super knowledgable and very creative thinker. I'm excited to work with him on our future project(s).


