AI SaaS Builder

Marwan TamanAI Products That Grow.

I turn messy workflows into revenue-ready software: strategy, AI automation, full-stack execution, and growth measurement in one build cycle.

Product Command
build map
Workflow to launch-ready software.

Strategy, AI workflows, full-stack execution, and growth measurement in one loop.

Product
AI
Build
Growth
Project signals
Actual shipped surfaces
INRA preview
INRA
shipped
AI research SaaS
RAG workflow
Snapformz preview
Snapformz
shipped
Workflow platform
Forms + ops
0-1
Product builds
AI + GTM
Growth systems
About

Product-minded AI engineer.

A quick look at how I think, build, and connect software decisions to business outcomes.

Marwan Taman
Available for work

Full-Stack Software Engineer | Generative-AI & SaaS Specialist

I am a full-stack engineer focused on AI products: the kind that move from prototype to real users, with clean interfaces, reliable back ends, and measurable outcomes.

Over the last 7 years I have built SaaS apps, internal tools, e-commerce systems, and generative-AI workflows with React, Next.js, Node.js, Python, TypeScript, MongoDB, Postgres, AWS, and Vercel.

My strongest work sits at the intersection of product and engineering: turning unclear business goals into scoped releases, validating what matters, and shipping systems that can scale beyond the first demo.

I am currently open to mission-driven teams building ambitious AI products, workflow automation, research tools, and data-rich SaaS experiences.

Name
Marwan Taman
Email
marwantaman87@gmail.com
Location
United States / Middle East
Availability
Open to opportunities
Beyond engineering

The skill set I bring to a business.

I am most useful where product, growth, and engineering overlap: figuring out what should exist, building it well, then measuring whether it creates value.

7+
Years
AI
Native
0-1
Builder
01
Build

AI Product Systems

Turn LLMs into usable product workflows, not just impressive demos.

Business edge

Find the work customers already pay for, then use AI to remove friction, compress time, or create a new paid tier.

RAGLLM UXEmbeddingsSemantic search
INRA.ai research workflows
02
Ship

Full-Stack SaaS

Design and build the product surface, API layer, and data model needed to launch.

Business edge

Scope lean releases, protect the core user journey, and keep engineering decisions tied to revenue and retention.

Next.jsTypeScriptNode.jsMongoDB
Idea to production ownership
03
Grow

Marketing & Acquisition

Shape landing pages, funnels, campaign ideas, and messaging around the buyer's actual problem.

Business edge

Bridge product and marketing so features become clear offers, not vague technical claims.

PositioningLanding pagesFunnelsCreative testing
SaaS launches and service pages
04
Measure

Analytics & Experimentation

Instrument the product, read behavior, and decide what to improve next.

Business edge

Use GA4, Mixpanel, funnels, and A/B thinking to move from opinions to evidence.

GA4MixpanelA/B testsCohorts
Product-minded iteration
05
Scale

Business Ops Automation

Replace slow internal workflows with dashboards, automations, integrations, and AI-assisted tools.

Business edge

Look for repeated manual work, cost leaks, and handoff points where software can create immediate leverage.

Internal toolsCRM flowsAPI integrationsReporting
Spreadsheet-to-system rebuilds
06
Operate

Cloud & Data Foundations

Keep the product reliable with deployable back ends, storage, jobs, and observability.

Business edge

Choose infrastructure that fits the stage: fast enough for launch, structured enough to survive growth.

AWSVercelDockerPostgres
Production systems maintained
Product evidence

Shipped work across AI, SaaS, and business workflows.

A selected set of products and systems spanning research, sales automation, catalog intelligence, retail media, consumer AI, travel search, recommendations, and service-business lead capture.

AI Research Platform
live
INRA

INRA

Academic research SaaS that uses semantic search, LLM summaries, and RAG workflows to help users move through literature reviews faster.

Literature reviewsPaper discoveryResearch summaries
Sales Form Automation
live
Snapformz

Snapformz

Sales tool that turns screenshots into completed customer forms, helping reps capture field details faster and reduce manual entry.

Sales repsScreenshot intakeForm completion
Catalog Intelligence
live
CatalogScore

CatalogScore

Catalog intelligence platform for evaluating product data quality, surfacing gaps, and helping teams improve marketplace readiness.

Data qualityMarketplace readinessCatalog scoring
Grocery Ad Platform
live
Aisleify

Aisleify

AI-powered grocery ad platform with real-time chat, campaign generation, and a multi-tenant SaaS foundation.

Campaign generationRetail mediaAI ad creation
Consumer AI Image App
live
Spooky Fit

Spooky Fit

Consumer AI image app that turns user photos into Halloween costume concepts with a saved gallery experience.

Costume conceptsPersonal galleryImage generation
Flight Search Tool
live
Jet2

Jet2

Flight search experience with live flight data, animated map routes, and an airport database optimized for server-rendered performance.

Live flight dataRoute mapsAirport search
AI Headshot Generator
live
Headshot Hero AI

Headshot Hero AI

AI headshot generator that creates polished profile images for LinkedIn, resumes, and professional portfolios.

Profile photosProfessional portraitsImage workflow
Reading Intelligence
live
Readalytics

Readalytics

Book recommendation and reading analytics platform using semantic search, personalization, and habit tracking.

Book discoveryReading analyticsPersonalized picks
Service Business Website
live
Lily Financial Services

Lily Financial Services

Business landing page for a tax and payroll firm, designed to clarify services and drive qualified inquiries.

Tax servicesPayroll servicesLead capture
Operating history

Experience that compounds.

Each role added a layer: commerce, internal operations, service-business systems, SaaS product engineering, and AI-native product builds.

Experience
A progression from commerce and internal systems to AI-native product engineering.
01
2024 - Present
AI SaaS + product builds

Full Stack Developer

Taman Labs LLC

Bootstrapped and shipped AI-driven SaaS products for clients and internal ventures, owning product scope, UX, implementation, and launch quality.

Impact
Architected end-to-end stacks across React, Next.js, Node.js, Python, and cloud platforms.
Integrated LLM, RAG, and workflow automation features into production products.
Led a remote team of contractors while keeping delivery tied to budget and product outcomes.
0-1 productsAI workflowsCloud delivery
02
06/2024 - Present
Campaign management + communication workflows

Software Engineer

Constant Contact, Boston, MA

Build and maintain customer-facing campaign management and communication workflows in a marketing technology product environment.

Impact
Build React, JavaScript, and CSS interfaces for campaign management and customer communication workflows.
Collaborate with product, QA, support, and design teams to clarify requirements, fix issues, and release reliable user-facing features.
Develop and test RESTful services using Java and JavaScript frameworks while maintaining code coverage above 90%.
Investigate production issues by reproducing bugs, checking data flows, validating fixes, and coordinating next steps across technical and non-technical teams.
Support product areas where usability, delivery accuracy, reporting, and customer communication are central to the user experience.
Campaign workflows90%+ coverageProduction support
03
03/2023 - 06/2024
Operations portal + workflow automation

Full-Stack Software Engineer

Lily Financial Services, Taunton, MA

Worked directly with business stakeholders to understand manual processes and build internal tools that supported daily operations.

Impact
Built a React, TypeScript, and Tailwind operations portal used by underwriting and servicing teams, reducing routine task time by about 30-40%.
Automated CSV, Excel, and bank export workflows with validation checks, reporting views, and exception handling.
Improved workflow visibility by organizing operational data into cleaner screens, reports, and repeatable processes.
Created user documentation and supported staff adoption so new tools were used consistently across business teams.
30-40% faster tasksOps portalCSV + Excel automation
04
01/2019 - 01/2023
E-commerce operations

Web Developer / Ecommerce Associate

Alexander's Uniforms

Supported Shopify e-commerce operations across technical upkeep, catalog accuracy, merchandising, analytics, and digital sales workflows.

Impact
Handled frontend updates, backend integrations, product catalog changes, and technical troubleshooting.
Maintained product names, descriptions, pricing, categories, variants, availability, and listing accuracy across a large online catalog.
Set up GA4 analytics and custom event tracking to help the team understand shopper behavior and website performance.
Coordinated with internal teams on merchandising, promotions, customer issues, and recurring site problems.
Worked across technical and operational sides of the business to improve the online shopping experience.
Shopify operationsCatalog accuracyGA4 tracking
Contact

Build the next useful thing.

Send a note about an AI product, SaaS build, workflow automation, or growth system. I am interested in work where engineering and business outcomes need to line up.

Direct channels

Where to reach me

Current status
Available for AI product builds, SaaS work, automation projects, and full-time opportunities.
Start a conversation

Tell me what you are building.