~/services · capabilities · engagement · method

What gets built here.

Six places the work tends to land. Most engagements blend two or three — an AI build that needs a polished frontend, an integration that needs an audit trail, a mobile app that needs a geospatial backend. The list isn't a menu, it's a map.

[01] · capabilities

Six disciplines, one operator.

6 disciplines · end-to-end

// llm · rag · agents

AI tooling & automation

RAG over private documents, classification pipelines, debug copilots, agentic workflows. Built for places where AI actually saves time — ticket triage, contract review, knowledge retrieval, root-cause analysis — not for the demo reel. Comfortable across OpenRouter, Gemini, Claude, OpenAI. Picks the model that fits the job, not the one in the headline.

Deliverables

LLM integration (Gemini, Claude, OpenAI, OpenRouter)
RAG systems with vector storage + embedding pipelines
Automated failure analysis & root-cause detection
AI-powered workflow automation
Custom internal tooling for support, ops, legal

// web · api · db

Full-stack web builds

End-to-end web product work. Backend APIs, polished frontends, real-time dashboards, deploy pipelines — built so it survives the second year, not just the first demo. Frontends in React + Tailwind. Backends in Python (FastAPI) or Node. Postgres, Supabase, or whatever the data actually needs.

Deliverables

React, Vite, Tailwind frontends
Python (FastAPI) and Node.js backends
PostgreSQL, Supabase, and cloud databases
REST APIs, real-time dashboards, auth flows
Component libraries & design system handoff

// webhooks · queues · audit

Integrations & webhooks

The glue between systems, done properly. Retries, idempotency, dead-letter queues, observability, replay tooling. Stripe, Shopify, HubSpot, Salesforce — and anything else with an API or a webhook. If your CSV-import-and-pray script is starting to creak, this is where it gets rebuilt.

Deliverables

Stripe, Shopify, HubSpot, Salesforce integrations
Event processing with retry, idempotency, audit
API design, documentation, contract testing
Integration debugging & observability tooling
Replay & failure-injection harnesses

// flutter · ios · android

Mobile (Flutter)

Cross-platform apps shipped to real users on Play Store & App Store. Real-time GPS, push notifications, offline-first, multi-language, geospatial backends. Built once, deployed everywhere, supported through review cycles. Most recent build — TruckPe Driver & TruckPe Business — runs across Andhra Pradesh and Telangana, live on Play Store closed beta.

Deliverables

Flutter / Dart applications, Android + iOS
Firebase Cloud Messaging push notifications
Real-time GPS + geofencing with PostGIS
Localisation across Indic, Latin, RTL scripts
Play Store & App Store submission & release

// infra · ci/cd · ops

Cloud & DevOps

Right-sized infrastructure. Railway, Vercel, AWS, GCP. CI/CD, observability, secrets, backups — all the things you only think about the day they fail. No Kubernetes-by-default. The simplest infrastructure that hits your reliability target wins.

Deliverables

Railway, Vercel, AWS, GCP deployments
CI/CD pipelines with GitHub Actions
Database setup, backups, monitoring
Environment configuration & secrets management
Cost & usage audits, scaling plans

// advisory · dd · architecture

Consulting & product design

Hands-on technical guidance from someone who has built it. Architecture reviews, integration debugging, stack-pick sessions for early-stage products, technical due diligence for founders and investors. Plus product design and UX flows grounded in what is actually buildable. Best when you need a second pair of eyes — or a first pair of eyes that doesn't have a budget to defend.

Deliverables

Architecture reviews & recommendations
Integration troubleshooting & debugging
Tech stack selection for early-stage products
Technical due diligence for startups
UX flows, wireframes, prototype-to-production handoff

[02] · engagement

How we work together.

Four shapes the work takes. Pick the one that fits the problem — they're not exclusive, they mix.

4 models · hourly → contract

[A] · hourly

Hourly consulting

Best for troubleshooting, architecture reviews, debugging a single integration, or getting unstuck on a specific problem. Hours billed weekly.

Best for1–10 hour problems

[B] · project

Project-based

Fixed scope, fixed timeline, fixed milestones. Ideal for integrations, standalone tools, AI features, or a mobile app build with a known surface area.

Best for2–12 week builds

[C] · retainer

Monthly retainer

Ongoing engineering capacity on a monthly basis. Good for startups that need a part-time technical partner who already knows the codebase.

Best for3+ months

[D] · contract

Contract & part-time

Longer-term engagements where you need dedicated capacity but not a full-time hire. Often the bridge between "founder writes the code" and "we hire the first engineer."

Best for4+ months

[03] · method

How the work moves.

Direct, paced, and built around shipping. No bloated process, no big-bang launches.

// understand → plan → ship → hand off

step.01 · understand

Diagnose

What's the problem actually shaped like — and what does "done" look like in business terms?

step.02 · plan

Architect

Stack, sequencing, trade-offs. Mapped out before any production code gets written.

step.03 · ship

Build & iterate

Working software in stages. Demos every week. No big-bang launches.

step.04 · transfer

Hand off

Deployed, documented, walkthrough'd. Your team owns it with confidence — or I stay on retainer.

[04] · common questions

The things people ask first.

5 q's

[01]

Do you work fixed-bid or time-and-materials?

Both — fixed-bid for projects with a clear surface, T&M for exploratory work or anything where the requirements move during the build. The choice is honest about what you can know up front.

[02]

What's the smallest engagement you'll take?

An hourly consult — typically 1–3 hours to look at an architecture, debug an integration, or sanity-check a stack choice. Useful when you don't need a build, just a second set of eyes.

[03]

Do you sign NDAs?

Yes — most client work is under NDA. The TruckPe build, for example, is private client code. Public-facing case studies cover only what the client has cleared.

[04]

Can you work with my existing team?

Often the best fit. Embedded into a team's workflow — pull requests, standups, the works — or augmenting in a specific area (AI, integrations, infrastructure) where the in-house team is light.

[05]

What timezones are you available in?

Toronto / Eastern Time, with comfortable overlap to all of North America and morning overlap to UK / Europe. Async-first for deep work.

[05] · contact

Ready to start something?

New engagements open from Q3 2026. A 30-minute call is the fastest way to see if we're a fit — come with a problem, leave with a direction.

Book a 30-min call → Reach out on LinkedIn

// LocationToronto, ON · ET

// Available● Q3 2026 onward

// EngagementHourly · Project · Retainer

// Response< 24 hr · weekdays