CompletedLegal Copilot
Enterprise Knowledge Copilot
Cross-system RAG copilot with guardrailed tool use, policy-aware retrieval, and auto-summarized case memos.
1800
Documents indexed daily
93%
Answer confidence
Azure OpenAILangChainPinecone
Strategy | GenAI | Automation
Architecting AI Systems that behave, explain, and deliver.
I translate AI hype into composable copilots, evaluators, and automation fabrics. Below is the toolbox: everything from data readiness and model engineering to AI safety, governance, and human enablement.
LLMsMultimodalMLOpsEvaluatorsAI Safety
Live Graph
Model ReadinessInfra Health
DataModelOpsSafety
Realtime signal: guardrails green, inference latency 320ms, eval harness scheduled.
Latest deployment › "Elysium Copilot" with retrieval + tool router. Evaluators logging 300 conversations/hour with automatic bias probes.
Capability Field Guide
Every AI discipline, orchestrated.
Strategy, data, model engineering, safety, adoption, and automation. Nothing left to chance.
01
AI Strategy & Product Discovery
Executive framing, use-case prioritization, KPI stacks, ROI models, ethical risk grids.
Value MappingAI CanvasGuardrails
02
Data Foundation & Retrieval
Vector stores, RAG pipelines, embeddings governance, feature stores, and context caching.
WeaviatePineconeFeast
03
Model & LLM Engineering
Prompting frameworks, fine-tuning labs, tool routers, retrieval orchestration, and hybrid agents.
LangChainLlamaIndexAnthropicOpenAI
04
AI Platform & MLOps
Feature pipelines, CI/CD for models, monitoring, rollback lanes, and infra automation.
MLflowKServeVertex AI
05
Evaluation & Safety
Automated eval harnesses, hallucination tests, bias detection, privacy & policy enforcement.
RagasTruLensAzure Content Filters
06
Automation & Agents
Workflow automation, agent orchestration, integration with business tools, and closed-loop feedback.
AutoGenCrewAIZapier
07
Multimodal & Voice
Vision, speech, and document intelligence with streaming architectures and latency targets.
WhisperVision APIsSpeechmatics
08
AI Adoption & Enablement
Playbooks, training, change management, data literacy, and design for human-in-the-loop workflows.
AI AcademyPrompt ClinicsDesign Ops
09
Responsible AI & Compliance
Policy frameworks, model cards, audit trails, incident response, and regulatory alignment.
Model CardsEU AI ActIncident Playbooks
AI Spectrum
Stacks we deploy daily.
All the platforms, languages, and tools powering modern AI delivery.
- Foundation + Models
- OpenAI, Anthropic Claude, Gemini, Llama, Mistral
- Fine-tuning: LoRA, QLoRA, PEFT, RLHF
- Frameworks: PyTorch, JAX, TensorFlow, Transformer libraries
- Prompt ops: LangChain, Guidance, PromptFlow
- Data + Platform
- Warehouses: Snowflake, BigQuery, Databricks, Redshift
- Vector: Pinecone, Weaviate, Qdrant, Milvus
- Serving: Vertex AI, SageMaker, Modal, Replicate, BentoML
- Monitoring: Arize, Weights & Biases, Fiddler, WhyLabs
- Application + Ops
- API orchestration: FastAPI, gRPC, GraphQL, tRPC
- Automation: Temporal, Airflow, Dagster, Prefect
- UX: Framer Motion, Chakra UI, Tailwind, Three.js
- Ops: Terraform, Kubernetes, GitHub Actions, Cloudflare Workers
AI Projects
Programs that put AI to work.
Copilot assistants, evaluators, data copilots, and platform work that move the needle.
LiveOps Automation
Agentic Ops Automation Mesh
Multi-agent orchestrations that triage ITSM tickets, call APIs, and post updates with continuous evaluator loops.
72%
Tickets autonomous
8 min
Avg. resolution
CrewAIServiceNowDatadog
CompletedMedia Studio
Multimodal Creative Suite
Built a creative ideation suite with text-to-image/video workflows, consistent brand tokens, and human approval flow.
5x
Faster storyboard
0
Brand drifts
Stable DiffusionRunwayCLIP
In progressHealthcare AI
Responsible Clinical Assistant
HIPAA-ready voice assistant with on-device speech, secure retrieval, and bias auditors for clinical documentation.
40%
Charting time saved
100%
PII redaction
WhisperHIPAA CloudTruLens
Delivery Rhythm
AI Program Lifecycle
Phase 01
Discover & Architect
AI readiness, data audit, value framing, north-star success metrics, and initial prototype canvas.
Phase 02
Engineer & Orchestrate
Data pipelines, model selection/fine-tune, evaluators, tool integration, and human-in-the-loop design.
Phase 03
Operate & Scale
Continuous evals, safety monitoring, enablement, adoption programs, and roadmap evolution.