[logan_bailey]
Solutions Architect | AI, Data & Automation Platforms.
Solutions Architect specializing in enterprise generative AI, business automation, data, and cloud architectures. Design and deliver agentic workflows, multi-agent orchestration, fine-tuned models, and RAG. Lead workshops and pre-sales architecture for $10M+ Enterprise License Agreements. Chair of IBM's Invention Discovery Team and a Master Inventor with patent filings across 12 domains.
Experience
2022 — present
Solutions Architect | AI & Data Platforms · IBM
atlanta, ga · ibm master inventor
- Lead solution design for enterprise AI, business automation, data, and cloud engagements across customers in financial services, government, manufacturing, and retail; support pre-sales cycles contributing to $10M+ Enterprise License Agreements.
- Chair, Invention Discovery Team — IBM Master Inventor. Co-inventor on intellectual property across agentic systems, machine learning, LLMs, and business automation. Chair the invention review board — evaluating novelty, feasibility, and commercial viability — and mentor inventors across the org from disclosure through filing.
- Architect generative AI solutions — agentic workflows, multi-agent orchestration, tool and function calling, fine-tuned models, and RAG — on IBM watsonx.ai, integrated with enterprise data sources and downstream business systems.
- Delivered production AI for major banking clients — agentic automation across core banking operations (loan origination, compliance, back-office), contract analysis, and legacy-code documentation — combining watsonx Orchestrate, Cloud Pak for Business Automation, and agentic AI integrated with SAP, Salesforce, ServiceNow, and Microsoft.
- Lead customer discovery workshops and technical enablement; build and deliver custom demo environments, sandbox labs, and executable prototypes for stakeholders from Director through CIO.
2021 — 2022
Independent Software Developer
atlanta, ga
- Designed and built full-stack applications and backend services using React, Node.js, and Flask.
- Developed distributed systems including a blockchain-based messaging platform and a cross-chain interoperability solution; deployed on AWS using Docker and Kubernetes.
2019 — 2021
Founder & Operations Manager · Mountain Empire Movers, Inc.
logistics startup
- Scaled to $1M+ annual revenue with 60%+ YoY growth; owned P&L, staffing, logistics, and customer acquisition.
2016 — 2017
Internal Wholesaler · Jackson National Asset Management
financial services
- Generated $20M+ monthly inflows; grew territory production 36% YoY.
Selected patents
2025
Long Running Language Model Thread Truncation
U.S. Publication 2025/0111847
- Manages LLM conversation context at scale by clustering prompts and responses by topic and truncating stale clusters via reference scoring.
granted
Generating and Modifying GUI Elements via GAN
U.S. Patent 11,893,220
- Generative adversarial network dynamically creates personalized UI elements based on inferred user interests at runtime.
granted
Software Product Optimization via NLP
U.S. Patent 12,555,129
- NLP and sentiment analysis across enterprise conversations to detect product dissatisfaction and recommend alternatives.
granted
Ad-hoc Pseudo Completion Task
U.S. Patent 12,412,134
- ML-driven agentic automation that recognizes task patterns, checkpoints for human approval, then completes offloaded work.
portfolio
90 filings · 28 granted · 12 domains
patents.justia.com/inventor/logan-bailey
Certifications
2025
IBM Solution Architect | Cloud Pak for Business Automation v24
professional
2025
IBM watsonx Governance Lifecycle Advisor v1
associate
2024
IBM watsonx Generative AI Engineer
associate
2024
IBM watsonx Mainframe Modernization Architect v1
associate
ongoing
Subject Matter Expert · IBM Certification Exam Authoring
authored & reviewed exam questions for the four credentials
above
Stack · skills
- generative ai & ml
- agentic workflows, multi-agent orchestration, tool & function calling, structured outputs, fine-tuning (InstructLab, LoRA, QLoRA), foundation models (Granite, Llama, Mistral, Claude, GPT), RAG, LangChain, LangFlow, embeddings, prompt engineering, multi-modal AI
- ai platforms
- IBM watsonx (.ai, .data, .governance, Orchestrate, Code Assistant), Anthropic Claude (3 → 4.5), AWS Bedrock, OpenAI, Databricks, Snowflake
- business automation
- IBM Cloud Pak for Business Automation, watsonx Orchestrate, RPA, BPM, workflow orchestration, decision automation, document processing
- cloud & infra
- AWS, Azure, IBM Cloud, Kubernetes, OpenShift, Docker, MLOps & model deployment pipelines
- data & streaming
- SQL, NoSQL, Pinecone, OpenSearch, Milvus, Kafka, Spark, lakehouse architectures
- languages & integration
- Python, TypeScript, Java · SAP, Salesforce, ServiceNow, Microsoft
Education
undergrad
B.S. Business Administration (Finance, Accounting)
University of Tennessee, Knoxville