What we do?
Build reliable, measurable digital systems—from AI apps to ERP and CRM—so your team moves faster, your data gets smarter, and your customers feel the difference
Generative AI Solutions
From idea to production—safe, measurable, useful.
Use cases: AI copilots, knowledge search, agent workflows, content generation with approvals.
How I build: Model selection/tuning → prompt & tool orchestration → RAG with vector DBs → evals/guardrails → CI/CD + monitoring.
Data & safety: PI/PHI redaction, policy filters, human-in-the-loop, audit logs.
Deliverables: Architecture, data readiness plan, RAG pipeline, prompts & tests, dashboard for quality/latency/cost, runbook.
Tech: OpenAI / Azure OpenAI, Bedrock, LangChain/LlamaIndex, Milvus/Weaviate/PGVector, Kafka/EventBridge, Docker/Kubernetes.
ERP Implementation & Management
Plan, integrate, migrate, adopt—without the chaos.
Scope: Oracle Fusion, NetSuite, o9 planning modules; finance, supply, merch, and ops.
Process: Current-state → future-state design → integrations → data migration → testing → cutover & hypercare.
Change management: role mapping, training paths, comms plan, adoption KPIs.
Deliverables: Program plan, integration specs, migration playbooks, test scripts, cutover checklist, value realization dashboard.
Strategic Web & Platform Development
Fast, secure, and built to scale.
Focus: UX that converts, Lighthouse-friendly performance, accessibility by default.
Patterns: Headless CMS, Next.js/PWA, API-first, edge caching, auth & RBAC.
Deliverables: Component library, CMS schema, CI/CD pipeline, observability (errors, perf), SEO foundations.
Tech: Next.js, Node, Cloudflare/AWS, headless CMS (Bloomreach, Contentful, Sanity), Postgres, Stripe, Auth0.
Intelligent Automation & CRM
Turn scattered tools into one smooth system.
CRM work: Salesforce/HubSpot architecture, pipeline hygiene, scoring, SLAs, sequences.
Automation: Event-driven workflows (webhooks/queues), document processing, approvals, notifications.
Deliverables: Data model, automations map, playbooks, dashboards, admin training.
Tech: Salesforce, HubSpot, Zapier/Make/n8n, Workato, Postgres/BigQuery, dbt.
Performance Marketing & Analytics
Make every click accountable.
Acquisition: SEO sprints, structured data, technical fixes, SEM (Google Ads) tuned to qualified intent.
Measurement: GA4 + server-side tagging, Search Console, Ads data blending, funnel & cohort views, attribution.
Deliverables: 90-day SEO plan, SEM build & experiments, Looker Studio dashboards, KPI glossary.
How We Work (Simple, Transparent)
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Discover (Week 1–2)
Goals, constraints, current stack; value tree & KPI map.
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Design (Week 2–3)
Architecture, roadmap, experiment plan, success criteria.
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Build (Weeks 3–8)
Ship in small increments with weekly demos and QA.
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Scale (Ongoing)
Training, documentation, SLOs/alerts, continuous optimization.
Outcomes I Optimize For
Time to value
Usable deliverables inside the first 2–3 weeks.
Accuracy & Reliability
Eval suites for AI; automated tests for apps and data.
Cost Control
Track model/runtime spend per feature; right-size infrastructure.
Adoption
Enablement, playbooks, and dashboards that non-engineers actually use.
Trust, Security, and Compliance
Role-based access control (RBAC)
Least-privilege key management
Encryption at rest and in transit
Secret rotation
Centralized audit logs
SOC 2–aligned controls and processes
Data residency options
Turn Ideas Into Working Systems
One roadmap, clear KPIs, fast delivery.