agentic_workflows
multi-agent orchestration, structured outputs, function calling, tool use.
2024 → now
lb
multi-agent orchestration, structured outputs, function calling, tool use.
MCP-enabled workflows. tool definitions, resource servers, host integration — connecting llms to the real world without bespoke glue.
InstructLab · LoRA · QLoRA · foundation-model alignment for regulated industries.
vision · text · speech across enterprise data sources.
drift · bias · explainability · custom guardrails · regulatory compliance frameworks.
high-recall hybrid retrieval, eval-gated rollouts. enterprise document corpora on watsonx.ai.
system-prompt design, few-shot scaffolding, chain-of-thought, structured outputs. provider-agnostic across openai · anthropic · watsonx.
Cloud Pak BA · watsonx Orchestrate · RPA · BPM · decision automation · document processing.
inference, gateway, per-route cost & latency budgets. MLOps pipelines on AWS / IBM Cloud / Azure.
discovery workshops · sandbox labs · executable prototypes for Director → CIO.
SAP · Salesforce · ServiceNow · Microsoft connectors. the boring layer that makes the AI useful.
chair, IBM Invention Discovery Team. novelty · feasibility · commercial-fit review on peer filings.
solidity · erc-1155 · cross-chain bridging · liquidity protocols. shipped a few; the audit mindset stuck.
shipping end-to-end: react · flutter · node · graphql · flask · postgres. comfortable owning the whole product, not just the model.
watsonx.ai + vector retrieval. legal + compliance, major banking client.
fortune 100 bank. auto-generated docs across legacy codebases.
ai-powered sales workflow assistant. langchain + openai connecting salesforce, box, and 3rd-party APIs for guided account research, doc analysis, CRM updates, task execution.
ai-powered recipe generation + meal planning. agentic refinement; walmart APIs auto-build the cart from a generated recipe or plan and run the checkout flow.
high-res background-removal tool. birefnet dichotomous image segmentation; containerized deployment on modal; mcp-enabled workflows for scalable image processing.
cross-chain bridging protocol. automated liquidity rebalancing + dynamic bond-pricing algorithms; optimizes asset movement across chains and cuts manual ops.
decentralized messaging on ipfs with erc-1155 token-based auth. blockchain identity + distributed storage + secure messaging — an experiment in decentralized comms infra.
custom crm + agent portal for luxury apartment locators. client management, pipeline tracking, property workflows, agent productivity — full-stack for a specialized real-estate sales motion.
interactive terminal simulator that teaches linux commands through social-survival gameplay backed by a blockchain ledger. command-line learning, made fun.
watsonx (.ai / .data / .governance / Orchestrate) · Claude · Bedrock · OpenAI · LangChain · LangFlow.
Pinecone · OpenSearch · Milvus · SQL · NoSQL · Kafka · Spark · lakehouse.
AWS · Azure · IBM Cloud · Kubernetes · OpenShift · Docker · MLOps pipelines.
Python (primary) · TypeScript · Java.
Cloud Pak for Business Automation · watsonx Orchestrate · RPA · BPM · decision automation.
SAP · Salesforce · ServiceNow · Microsoft. the integration layer.
React · Next.js · Flutter · jQuery (when the project calls for it). Geist · Tailwind · vanilla CSS for portfolio bits.
GraphQL · REST · Node · Express · Flask · FastAPI. boring choices that scale; pick the runtime that fits the team.
Solidity · ERC-1155 · IPFS · cross-chain bridges. side-project territory; informed by years of crypto-adjacent work.
BiRefNet (dichotomous segmentation) · Modal (containerized inference) · MCP · domain-tuned models on Granite.
PyTorch · LoRA · QLoRA · InstructLab · Granite · custom fine-tuning recipes for regulated industries.