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AI automation · Web developmentPampanga, PH · GMT+8

I'm Jean, an AI engineer in Pampanga, Philippines. I ship production systems, not demos: an AI search cut from 50s to 12s, sign-up onboarding time cut by 50%. You work directly with me at a fixed price, and most automations go live in 1–3 weeks.

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Services

Two ways to work with me.

Start with the $500 audit to find the automation that pays back first, then build it. Need the site too? Landing pages from $1,800.

01

AI automation

AI agents, chatbots and workflow automations that read documents, answer customers and move data between the tools you already use.

  • Support and sales chatbots
  • AI agents with LangChain and LangGraph
  • Document and OCR pipelines
  • Zapier and API integrations
From $1,500
02

Web development

Marketing sites, landing pages and full web apps in Next.js and React, designed inside the brand you already have. Fast, accessible and easy for your team to update.

  • Landing pages
  • Marketing sites
  • Web apps and dashboards
  • Website and UI design
  • Stripe payments
  • APIs and databases
From $1,800

AI and automation

What the automation work did.

Systems I built for clients and as an in-house engineer. Company names are left out.

50s12s

Client project · Proptech platform · Backend and AI

P99 API response time on an AI property search, after rebuilding the search pipeline with LangGraph. I also built the Stripe subscription system and the platform's first test suite.

+35%

In-house role · Consumer brand · AI agents

Response accuracy for a customer-facing assistant, after splitting it into fine-tuned LangChain and LangGraph sub-agents. Customer engagement rose 20%.

−50%

In-house role · Consumer app · OCR

User onboarding time, after adding OCR equipment scanning to sign-up so users stop typing serial numbers and specs by hand.

1field

In-house role · Property services · Automation

A multi-step document handoff reduced to one status change. PDFs are parsed into a spreadsheet, and contracts go out through DocuSign via Zapier.

Selected work

Recent work.

Club Hang Up events website home page, designed and built by LEM Studio, with the headline "An escape from the ordinary" above a fan of event cardsSins and Secrets Halloween event page on the Club Hang Up website, with a tarot-card hero, ticketing and a countdownHomeSins & Secrets

Club Hang Up

Website for a nightlife and events organizer in Tarlac. A card-fan hero for their event lineup, a tarot-themed page for the Sins & Secrets Halloween party, ticket calls to action and a live countdown.

Client
Club Hang Up, Tarlac
Role
Design and development
Scope
Event pages, interactive card hero, ticketing, countdown
Live
Visit the Club Hang Up site ↗
TodayDec 14 · Chapter 5
McMack says
Morning, Mira. 23-day streak. Dec is shaping up 14% better than Nov.
· 13 rules running   · 4 entries waiting on you   · Chapter 5 in progress
Saved · Dec
$1,520
+$380 vs Nov
Spent · Dec
$3,600
of $4,150 budget
Streak
23 days
Log one thing today.
Net worth
$16,356
+$1,240 this month
In · Out
Last 5 months
IncomeSpend
Aug
Sep
Oct
Nov
Dec
Recent
Activity
Tartine Bakery
PendingDec 14 · Cardinal
−$16.00
Ferry Plaza Mkt
Needs categoryDec 13 · Cardinal
−$42.00
Aesop
Needs categoryDec 12 · Cardinal
−$38.00
Whole Foods
Dec 11 · Cardinal· rule
−$82.00
You've saved more in December than three of the last five months.You've saved more in December than three of the last five months.
01The rules engine
Teach McMack once.He catches forever.

You log Whole Foods on a Saturday. McMack leans over and asks once: “Want me to catch this every week?” Say yes, and from then on every Whole Foods entry lands in Groceries on its own.

14
rules in the demo
92
caught this month
0
passwords stored
McMack's rules13 running · 92 caught
Match
Category
Cadence
Caught
On
Acme Payroll
Income
biweekly
8×
Spotify
Subscriptions
monthly
4×
Netflix
Subscriptions
monthly
4×
Whole Foods
Groceries
weekly
22×
Trader Joe's
Groceries
weekly
14×
Apt 4B Rent
Rent
monthly
5×
03Categories & budgets
December budgets9 pockets · $4,150
Groceries$484 / $500
Rent$1850 / $1850
Transport$156 / $200
Dining$320 / $400
Subscriptions$247 / $300
Twelve pockets.No yelling.

Set a monthly target on any of them. When you cross it, the bar turns coral. We don't ping, freeze, or shame you. The number is the number; you decide what to do with it.

06The bound book
Each month becomes a chapter.

On the last day of every month, you close the book together. We seal it, summarize it, and set it on the shelf.

2025
AUG
Lvl 1
$640
★ CLOSED ★
2025
SEP
Lvl 2
$980
★ CLOSED ★
2025
OCT
Lvl 3
$1,140
★ CLOSED ★
2025
NOV
Lvl 4
$1,140
★ CLOSED ★
2025
DEC
Lvl 5
in progress
· OPEN ·
Whole Foods again? Groceries. Got it.Whole Foods again? Groceries. Got it.
Own product · Bianki Inc

Biankbook

A money app you'd actually read. Manual logging, a rules engine that learns recurring spending, monthly budgets and goals, and a shelf of closed monthly chapters. Designed and built end to end.

Role
Product design and development
Platforms
iOS, Android and web
Stack
Next.js, tRPC, PostgreSQL, Drizzle, Redis, GSAP
Users
20 active in beta
Live
biankbook.com ↗

Process

How a project runs.

  1. 01

    Call

    30 minutes on your goals, timeline and budget. If I'm not the right fit, I'll tell you.

  2. 02

    Plan

    A written scope with a fixed price, milestones and a list of what I need from you, like brand files and content.

  3. 03

    Build

    Design and development in short rounds, with a live preview link you can check any time.

  4. 04

    Launch

    Deployment, testing and a handover of code, accounts and docs. Ongoing support if you want it.

Jean Lemuelle Bagay, AI engineer and fullstack developer at LEM Studio in Pampanga, Philippines

About

One person, from design to deploy.

I'm Jean Lemuelle Bagay, an AI engineer and fullstack developer based in Pampanga, Philippines. For the past 2+ years I've built web apps, AI systems and data pipelines for startups, product teams and agencies.

LEM Studio is how I work with clients directly. You talk to the person designing the screens and writing the code, so decisions are quick and nothing gets lost between handoffs.

Based in
Pampanga, Philippines (GMT+8)
Experience
2+ years, fullstack and AI
Education
BS Information Technology, Tarlac State University
Clients
Remote, worldwide

Tools I ship with.

  • FrontReact
  • FrontNext.js
  • FrontTypeScript
  • FrontTailwind CSS
  • BackNode.js
  • BackPython
  • BackFastAPI
  • DataPostgreSQL
  • DataMongoDB
  • DataRedis
  • AIOpenAI
  • AILangChain
  • AIZapier
  • ShipStripe
  • ShipDocker
  • ShipVercel
  • DesignFigma
  • ShipGitHub

Pricing

Starting prices.

Every project gets a fixed quote in writing within 2 working days of a 30-minute call. Prices in USD.

AI automation

A chatbot, agent or workflow connected to the tools you already use.

From
$1,500
1–3 weeks

Typical $1,500–$5,000

  • Process mapping
  • Chatbot or agent build
  • Integrations and testing
  • Handover docs
Get an automation quote

Landing page

One page designed in your brand and built in Next.js.

From
$1,800
1–2 weeks

Typical $1,800–$3,500

  • Design in your brand
  • Responsive, accessible build
  • Forms and analytics
  • Deployed on Vercel
Get a landing page quote

Website or web app

Multi-page sites, dashboards and product MVPs with auth, payments and a database.

From
$4,500
3–8 weeks

Typical $4,500–$12,000

  • UI design and prototype
  • Next.js and TypeScript
  • Auth, Stripe and database
  • Live preview links
Get a website quote

AI automation audit

Fixed fee
$500
1 week

Your two or three best automation opportunities, an ROI estimate and a build plan. The fee is credited in full if you build with me.

Book the audit

Care plan

From
$300
per month, per system

Monitoring, fixes and small changes for live sites and automations. AI usage stays on your own account.

Ask about a care plan

FAQ

Questions, answered.

Contact

Tell me what's eating your team's time.

Email me and I'll reply within 1 working day with what I'd automate first. Or book a 30-minute call and get a fixed quote within 2 working days.