Automation Core Inc.
Automation Core is the holding company where I park every automation asset I build. I hunt for tiny niches that can be shipped by a single founder, then take them from zero to one, moving from raw idea to an end to end product while keeping the IP in house.
Primary build
Financial Parsley
Engagements
2 to 6 week sprints
Model
Founder led holding company
Active builds
In development
Healthcare software still feels stuck in 2010. We’re fixing that with an AI first operating system for med spas and cash pay practices.
Automated intake, SOAP notes, executive insights, and workflow routing live in the same collaborative workspace. Design partners build new modules directly with our team.
Migration & scale up
Financial Parsley turns messy bank statements into clean, structured data for lenders, fintechs, and accounting teams.
Full stack SaaS with a secure web app, API layer, and worker tier that runs our custom ML parsers on managed compute. Everything sits on hardened cloud infrastructure with relational storage, caching, billing, and auth. We’re moving the entire deployment into the Automation Core cloud org for tighter IAM, budgets, and scaling guardrails.
Each engagement feeds the holding company. We prototype automations, keep the IP, and turn the best ones into standalone products.
Healthcare, operations, finance, and media teams get copilots and automations tuned to their messy data, tested with humans in the loop.
Damini partners directly with founders and operators, so every iteration ships fast and actually reflects the workflow.
Services
High speed builds · Honest scopes · Systems that last
Workflow & Ops Automation
Route inbound requests, sync CRMs + billing, and automate approvals so teams focus on high leverage work.
Custom AI Copilots & Agents
Purpose built copilots trained on your knowledge base, with human in the loop guardrails baked in.
Healthcare & MedSpa Systems
EMR extensions, documentation tools, and AI intake layers that finally feel modern for cash pay practices.
Content & Video Automation
Generate enablement assets, video scripts, and clips at scale while staying on brand.
Full Stack AI Products
Design, front end, back end, infrastructure, and deployment handled end to end so prototypes become durable assets.
API & Integration Layer
Connect SaaS, data lakes, and proprietary systems with clean, documented APIs and telemetry.
Tooling & foundations
Modern front end, dependable infrastructure, and AI/ML building blocks that are production ready from day one.
Working model
Transparent milestones · Humans in the loop · Weekly demos
Rapid interviews, call transcripts, or loom walkthroughs inform a simple diagram of the workflow and success metrics.
We wire the data sources, prompts, and automations inside a secure sandbox, validating with real operators every few days.
Logging, alerting, and access controls get layered in before packaging the system with documentation and training content.
Founder & CEO
Building AI systems that actually ship
Over the past decade, I've developed expertise across computer engineering, AI research, and product development. During my undergraduate years, I focused on machine learning research, publishing papers on active learning, developing experimental models, and implementing production-grade prototypes. This work led to an internship at Philips through CVPR, which subsequently converted to a full-time AI Research Scientist position, a role typically reserved for PhD candidates. This experience in diagnostic workflows and healthcare technology, combined with my background growing up around medical professionals, continues to inform my approach to building automation solutions for healthcare teams.
Automation Core serves as a holding company for proprietary automation technologies and products. The strategy focuses on identifying underserved market niches with defensible competitive advantages, specifically opportunities that can be executed by a solo founder from concept through deployment. Each venture progresses from initial ideation to fully realized product while maintaining complete intellectual property ownership. The approach emphasizes deep technical expertise in machine learning infrastructure, rigorous iteration cycles, and a commitment to delivering seamless operational workflows that meet the practical needs of end users.
Today that means MedSpa Intelligence, a platform I wanted as a med spa user myself, and Financial Parsley, a lightweight way to transform messy financial files into editable data. Everything stays fast, deeply technical, and relentlessly iterative until the workflow feels smooth.
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