Scalaar AI
AI systems for lean growth teams.
A practical operating system that connects automation, workflows, and growth, helping lean teams scale without adding more process or manual overhead.
00 / The approach
I build systems that connect data, growth, and execution.
I work across AI engineering, GTM execution, business development, marketing, and analytics. I find where time, information, or opportunities are getting lost, then build the workflow, tool, application, or analysis that makes the next action easier to own.
Explore my work01 / Building now
Two products built around the work growth teams repeat every day.
I am focused on products that turn repetitive growth work into clear, usable systems.
Filo AI
An AI sales agent for continuous follow-up.
An AI sales agent that captures, qualifies, and follows up with leads, keeping every conversation moving toward a clear next action.
02 / What I build for businesses
I build the systems that make important work easier to run.
If a business process is consuming time, losing context, or creating missed opportunities, I map the workflow and build the useful parts around it.
01
GTM Lead Generation
Research, enrich, qualify, and route opportunities so the team knows who to contact, why they matter, and what should happen next.
02
Lead Capture + Qualification
Connect forms, conversations, customer questions, and qualification logic into one owned path.
03
GTM + Marketing Operations
Connect positioning, content, lead capture, follow-up, and reporting so growth work does not stay trapped in separate tools.
04
AI Automation + Agents
Use AI for repeatable work with context, guardrails, fallbacks, and human review where judgment matters.
05
Analytics + Dashboards
Turn pipeline, conversion, and operational data into views that help teams decide what to fix next.
06
Web Applications + Internal Tools
Build the applications, interfaces, and internal tools that make a workflow usable in the real world.
03 / How I contribute
I connect technical work to the decision it needs to change.
Understand the context
Learn the audience, business process, data, constraints, tools, and success signal.
Find the signal
Identify where time, information, opportunities, or decisions are getting lost.
Build the system
Create the smallest useful combination of code, AI, analytics, integrations, and human review.
Improve the next action
Put the work into use, observe what happens, and make the next version easier to run.
04 / How I work
I start with the problem, then choose the system.
Understand
Learn the business context, data, people, tools, and constraints.
Find the signal
Identify what is slowing the decision, workflow, or next action.
Build
Create the smallest useful combination of code, AI, analytics, and human review.
Learn
Put the work into use, observe what happens, and improve the next version.
05 / Current projects
What I am exploring now.
Machine Learning + NLP Experiments
Exploring prediction, classification, deep learning, and NLP through practical builds.
AI Automation Systems
Building useful workflows with agents, integrations, guardrails, and human review.
GTM Lead Generation Tools
Developing tools for lead discovery, research, qualification, and focused prospecting.
Sales Workflow Software
Building software that helps teams see the next action in the pipeline.
AI Product Experiments
Testing product ideas where ads, leads, data, and follow-up meet.
06 / Tools I use
The stack behind the systems.
A focused toolkit for moving from business problem to working product, pipeline, or decision.
Agentic Engineering
Build, orchestrate, and verify.
Cursor
Codex
OpenCode
Antigravity
GTM Systems
Find, enrich, and reach opportunities.
Instantly
Apify
LinkedIn Sales Navigator
Frameworks + Libraries
Production foundations with a clear job.
PythonAI agent implementation
LangChainAgent application framework
LangGraphStateful agent orchestration
Mastra.aiTypeScript agent framework
NestJSBusiness logic
Better AuthAuthentication
AstroLanding pages
ReactDashboard applications
shadcn/uiComponent library
FigmaProduct and interface design
07 / Roles I am open for
Where I can create the most business value.
Applied AI Specialist
AI pilots often look promising but fail to change how the business runs. Applied AI turns the right opportunities into dependable systems that reduce costs, accelerate decisions, and expand capacity.
AI Automation Engineer
Repetitive work consumes time, creates errors, and limits scale. Reliable automation removes that operational drag, shortening turnaround times and increasing output without increasing overhead.
Agentic AI Engineering
AI agents become a liability when they lack context, guardrails, or clear ownership. Well-designed agentic systems reduce manual coordination and accelerate complex workflows while keeping critical judgment under human control.
Growth Engineer
Growth stalls when experiments move slowly and results remain unclear. Faster testing and stronger measurement reveal what drives acquisition, conversion, and retention—so winning ideas can scale.
GTM Systems Specialist
Pipeline becomes unpredictable when targeting, qualification, outreach, and follow-up operate in silos. A connected GTM system improves lead quality, accelerates handoffs, and turns activity into sales-ready opportunities.
Revenue Operations Specialist
Revenue leaks when marketing, sales, CRM, and reporting tell different stories. One aligned revenue process creates cleaner data, stronger conversion, and more reliable forecasts.
Marketing Operations
Campaign performance suffers when automation, CRM, attribution, and lead management are disconnected. Marketing operations connects the stack to reduce wasted spend and improve conversion.
Business Intelligence Analyst
Fragmented data leaves teams debating what happened instead of deciding what comes next. Clear reporting turns scattered signals into actionable insights that expose risks and uncover opportunities.
Business Analytics
Teams struggle to improve performance when metrics lack business context. Business analytics connects operational and commercial data to the decisions that improve margin, conversion, and efficiency.
Technical Business Development Specialist
Strong technical capabilities cannot create revenue when they are disconnected from customer needs. Translating those needs into relevant solutions strengthens partnerships, shortens sales cycles, and opens new markets.
AI Product Manager
AI products lose direction when model capabilities take priority over customer problems. AI product management aligns user needs, technical constraints, and commercial goals to build solutions people adopt and businesses can scale.
Hiring for a hybrid builder or fixing a workflow?