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 / Role lanes
Three role lanes, one way of working.
I move between technical systems, commercial execution, and business analysis without losing sight of the next action.
AI Engineering
Machine Learning
Prediction, classification, deep learning, and NLP foundations applied to practical business problems.
Agentic AI Engineering
Build tool-using agents with context, guardrails, fallbacks, and human review.
AI Automation
Connect scripts, agents, APIs, and existing tools around a real business workflow.
Web Applications + Internal Tools
Build interfaces, dashboards, and internal tools that make systems usable.
GTM + Analytics
GTM + Business Development
Lead research, prospecting, messaging, qualification, and follow-up connected to the revenue path.
Marketing Operations
Connect content, SEO, lead capture, CRM, and reporting into a measurable path.
Business Analytics
Turn pipeline, conversion, and operational data into decisions and next actions.
Revenue Operations + CRM
Design lead pipelines, nurture, tasks, integrations, and reporting around ownership.
03 / 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.
04 / 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.
05 / 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.
06 / 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.
Hiring for a hybrid builder or fixing a workflow?