About

I build AI products, cloud systems, and modernization workflows for teams that need practical systems they can trust.

I build AI products, cloud systems, and internal tools for teams that need something practical, not performative.

I like being close to both the product pressure and the technical detail. That usually means shaping the architecture, writing real code, and staying involved long enough to make sure the system actually lands well.

Twindevs gives me a way to do that work without separating strategy from implementation. It keeps the business context visible, but the work still gets done at the level of systems, edge cases, and delivery.

What matters most to me is whether a team ends up with something clearer, steadier, and easier to trust than what they had before.

Operating context

Twindevs, LLC

The studio behind my consulting, product work, and hands-on delivery.

Primary site

dossier.diplov.ai

Enterprise domains

twindevs.enterprises

diplov.enterprises

Community

twindevs.org

Enterprise proof

github.twindevs.ai/enterprise

What people usually get from working with me

  • I can move from early framing into implementation without losing the thread between business goals and technical tradeoffs.
  • I care about system boundaries, adoption, and support load, not just whether the first version demos well.
  • I tend to work best with teams that value honesty, momentum, and fewer moving parts.

Why Twindevs exists

I wanted a way to build products and client systems without handing the thinking to one layer and the implementation to another.

What my background adds

A mix of founder pressure, hands-on engineering, and operations work means I usually notice both the technical risk and the human cost.

What that means for clients

You get someone who can help shape the work, build the hard parts, and keep the whole thing grounded.

Founder and product architect

TwinMail - AI-native email workflows

Offline .mbox ingestion supports archives up to about 55 GB.

Read the full study

Founder and platform architect

TwinVault - secure AI-enhanced asset platform

Role-aware controls and audit-friendly lineage were built into the platform from the start.

Read the full study

Operations modernization lead

EPIC operations modernization

Paper-heavy workflows were shifted into self-service systems.

Read the full study

Trust layer

Public proof behind the founder-plus-engineer model

If you want a feel for how I work, start with the public links, the repos, and the case studies. I would rather show the work than dress it up.

RAG pipelines
retrieval tuning
evaluation and QA
SharePoint Online governance
Power Automate workflows
FastAPI service design
PostgreSQL and pgvector
GCP containerized services

Jan 2018 to Present

Founder | Principal GenAI and Cloud Architect

Twindevs

  • Founded Twindevs to build AI-native products and deliver client engagements across full-stack development and cloud architecture.
  • Built TwinMail, Smart Space, and TwinVault with practical automation and secure platform design.

Apr 2022 to Jun 2025

Administrator

EPIC

  • Modernized paper-heavy workflows through self-service systems and request automation.
  • Led SharePoint governance and office technology enablement while supporting internal AI chatbot QA.

Jan 2019 to Jun 2022

Senior IT Operations Analyst | SharePoint and Jira Administrator | PMO Support

Fresh n' Lean

  • Administered SharePoint Online collections with secure permissions and governance controls.
  • Streamlined workflows with Power Automate and configured Jira dashboards for project trend visibility.

Dec 2016 to Jun 2019

WordPress Developer

Fresh n' Lean

  • Delivered and maintained WordPress properties with a focus on reliability and UX consistency.
  • Supported SEO and content operations while troubleshooting and remediating web issues.

Feb 2016 to Dec 2016

Business Analyst

IONutrition

  • Created data modeling standards and extraction scripts for operational and marketing decisions.
  • Validated complex datasets and improved internal process efficiency through data-informed recommendations.

Apr 2015 to Feb 2016

Marketing Coordinator

IONutrition

  • Planned and executed online marketing and direct-mail initiatives tied to measurable growth outcomes.
  • Strengthened internal and external collaboration supporting brand and campaign performance.

Aug 2014 to Jun 2020

Executive Assistant

UGURU

  • Supported executive operations and coordination in a fast-paced environment while developing technical and analytical capabilities.

Take your time here if you want to understand the work before you reach out.

Open assistant

Anonymous answers only search public content

3 free left

Ask me

Need a quick answer from me?

Ask what to read first, what I have built, or whether I might be a fit.

Ask here for a quick answer. If your situation is specific, contact me directly.