Services

Three engagements. One playbook. No surprises.

Currently accepting 2 new engagements for Q3.

No pitch deck. Scoping call only — leave with clarity either way.

Engagements

Each offering is scoped as a fixed-price engagement with a written statement of work. No hourly billing.

01
Premium

RAG Pipeline Engineering

Precision retrieval over your private corpus.

Bespoke retrieval-augmented generation systems built around your proprietary data — chunking strategy, hybrid search, reranking, evaluation harness, and observability. Ship a production-grade RAG pipeline in weeks, not quarters, with grounding accuracy you can actually measure.

Deliverables

  • Domain-tuned chunking & embedding strategy
  • Hybrid retrieval (BM25 + dense) + cross-encoder reranking
  • Evaluation harness with golden-set regression tests
  • Langfuse / Phoenix tracing wired into CI
  • Handoff runbook + recorded architecture walkthrough
FromTimeline
$15,0004–8 weeks
02
Premium

Agentic Workflow Orchestration

Coordinated agents that ship to production.

Multi-agent LLM systems designed for reliability — tool routing, guardrails, deterministic handoffs, cost ceilings, and human-in-the-loop checkpoints. I architect the orchestration layer that turns clever demos into systems your team can actually operate on Monday morning.

Deliverables

  • Agent topology design + failure-mode analysis
  • Tool-use contracts with strict schema validation
  • Per-step cost & latency budgets enforced at runtime
  • Human-in-the-loop escalation paths
  • Observability dashboard (traces, tokens, retries)
FromTimeline
$25,0006–10 weeks
03
Premium

AI Architecture Audit

A senior review of your AI system, in two weeks.

A fixed-scope, two-week deep dive into your existing AI stack — inference path, retrieval quality, cost structure, security posture, team velocity. You get a written report, executive summary, and a 60-minute readout with prioritized recommendations you can act on immediately.

Deliverables

  • Written audit (40–60 pages) with severity-graded findings
  • Executive summary (1 page) for leadership
  • Prioritized remediation roadmap (P0 / P1 / P2)
  • 60-minute live readout with Q&A
  • 30 days of async follow-up in a shared channel
FromTimeline
$7,5002 weeks

How I work

Three predictable phases. No surprise invoices, no scope creep — every engagement runs the same playbook.

  1. Week 1

    Discover

    Stakeholder interviews, system audit, success metrics, and a written scoping document we both sign before any code ships.

  2. Weeks 2–3

    Design

    Architecture diagrams, evaluation harness, and a working prototype against your real data — fail fast, iterate in the open.

  3. Week 4+

    Deliver

    Production deployment, observability dashboards wired up, handoff runbook, and async support during the first 30 days.

Common questions

If yours isn't here, ask on the call.

How long does an engagement last?

Most engagements run 4–10 weeks depending on scope. The audit is a fixed 2 weeks. The RAG pipeline is typically 4–8, and orchestration 6–10.

What's the payment structure?

50% upfront on signed scope, 50% on delivery. The audit is split 50/50 with Net-15 on the second half. I invoice in USD; wire or Stripe accepted.

Who owns the IP?

You do — every line of code, every prompt, every eval dataset transfers to your repo on the final invoice. I'm happy to sign your NDA before the first call.

What time zones do you overlap?

Based in IST (UTC+5:30). Async-friendly by default; live syncs land in US/EU mornings comfortably. Weekly written status + 30-min sync on your schedule.

Can you work with my existing team?

Yes — most engagements embed with one of your engineers for the duration. I leave behind runbooks, recorded walkthroughs, and 30 days of async support.

Not sure which one fits?

Book a 30-minute scoping call. No pitch deck — leave with clarity either way.