Valera Tumash

Co-Founder

Batumi, Georgia20 yrs 3 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • Expert in AI Operating Systems for SMBs.
  • Coached over 40 practitioners in AI automation.
  • Led multiple complex AI projects with scalable solutions.
Stackforce AI infers this person is a SaaS-focused AI and automation expert with extensive full-stack development experience.

Contact

Skills

Core Skills

Ai Operating System (aios)Ai InfrastructureAi AgentsCoaching & MentoringAi AutomationsReact.jsGoogle Cloud Platform (gcp)Front-end DevelopmentNode.jsContent Management Systems (cms)

Other Skills

ClaudeClaude CodeAnthropic APIOpenAIn8nPythonNext.jsSupabaseagentic workflowsRAGprompt engineeringLLM orchestrationbusiness automationdata engineeringsystem integration

About

The AI Operating System is a brand-new category. The first serious installs hit the market in February 2026. I've built AIOS for two direct clients since then, and as development coach at AAA Accelerator (a leading AI automation training program) I've coached 40+ more practitioners through their own builds. Few people have seen this many installs in the category's first months - as builder and as advisor. Here's what an AIOS actually is: infrastructure that watches your business, reads your data, connects your tools, and sends you one daily brief - what happened, what matters, what to do. It's not a chatbot. It's not a workflow. It's the thing that replaces you as the middleware between everything in your company. Because right now, you are the middleware. Every question routes through your brain. Every decision needs your input. Your CRM, inbox, spreadsheets, and Slack don't talk to each other - they talk to you. That worked at 3 people. It breaks at 15. How an install works: Two weeks. I do it on your accounts. You own the full system when I leave. Your first daily brief lands on your phone on day 3 - before the build is even finished. "I can't even believe this is legal." That was the first thing a recent client sent me two weeks into his install. A week later, he followed up: "Valera helped me easily transfer my business to a more productive approach. That made it possible for me to easily provide my service to help more people. I highly recommend, for every CEO and founder there that seeks a path towards success, to book a call with Valera." - I. T., CEO, Private Education Company The businesses installing an AIOS right now are six months ahead of the ones still debating whether ChatGPT can replace their VA. The window for being early on this closes the moment every agency has "AIOS" in their bio. If you're an SMB owner (5-30 people, $500K-$10M revenue) and the buck stops with you, this is what I build. Book a call: https://meet.valeratumash.com

Experience

20 yrs 3 mos
Total Experience
4 yrs 6 mos
Average Tenure
1 yr 3 mos
Current Experience

Valera tumash

AI Operating System (AIOS) Installer for SMB Owners

Feb 2026Present · 3 mos · Remote

  • I install the AI Operating System (AIOS) for SMB owners - the infrastructure layer that replaces the founder as the middleware between their tools, data, and team.
  • What an AIOS actually is: infrastructure that watches the business, reads the data, connects the tools (CRM, inbox, Slack, spreadsheets, Drive), and delivers one daily brief - what happened, what matters, what to do next. Not a chatbot. Not a workflow. A system that routes decisions so the owner stops being the routing layer.
  • Specialization: AIOS installation for non-technical SMB owners (5-30 people, $500K-$10M revenue). Two-week install on the client's own accounts. Client owns the full system at handoff.
  • Background: development coach at AAA Accelerator (a leading AI automation training program), where I've coached 40+ practitioners through their own AIOS builds - configuring, securing, and optimizing AI infrastructure. Full-stack engineer with 13+ years shipping production systems.
  • Skills and stack: AI Operating System (AIOS), AI infrastructure, Claude, Claude Code, Anthropic API, OpenAI, n8n, Python, Next.js, Supabase, agentic workflows, RAG, prompt engineering, LLM orchestration, business automation, data engineering, system integration.
  • If you're an SMB owner drowning in operations and you want someone to install the AI layer that runs your company while you lead it - book a call: meet.valeratumash.com
AI Operating System (AIOS)AI infrastructureClaudeClaude CodeAnthropic APIOpenAI+11

Aaa accelerator

Development Coach

May 2025Present · 1 yr · Remote

  • At AAA Accelerator, I currently support a portfolio of clients through high-frequency coaching, community engagement, and hands-on strategy implementation. I focus on helping entrepreneurs and operators achieve growth by combining structured guidance with scalable support systems.
  • Key Responsibilities:
  • Deliver daily one-on-one coaching sessions, tailored to each client's goals.
  • Actively support the member help channel, offering timely, expert responses to operational and strategic questions.
  • Lead live, recorded workshops and Q&A sessions in collaboration with the community team, contributing to ongoing program value.
  • Engage daily with members to foster a collaborative, accountable learning environment.
  • Adapt flexibly to project needs and operational priorities in a fast-paced startup ecosystem.
ai automationsAI AgentsArtificial Intelligence (AI)n8nmake.comAgentic AI Development+1

Brain vector

Senior Automation and AI Systems Architect

Mar 2025Dec 2025 · 9 mos · Remote

  • A hands-on, high-impact role focused on the design, architecture, and deployment of modern conversational AI platforms and complex, cloud-native automation workflows. Successfully led two core full-stack software projects and engineered two highly complex, production-grade automation systems, integrating advanced AI services (Gemini, ElevenLabs, PyAnnote) with scalable cloud infrastructure (Next.js, Supabase, GCP, n8n, Docker). Full-Stack AI Platform Development (Cerebrum & Speaker Diarization API):
  • Architected and deployed a full-stack conversational AI platform (Cerebrum) using Next.js, React, and Supabase, delivering a real-time chat experience via CometChat and enhanced with ElevenLabs voice synthesis for high-fidelity user interaction.
  • Engineered a scalable Speaker Diarization API Service using Python/FastAPI and HuggingFace ML models, establishing an asynchronous audio processing pipeline with Redis job queues to handle up to 2-hour, 500MB audio files on Google Cloud Platform.
  • Spearheaded Production Deployment: Established robust, multi-tier deployment architectures using PM2/Traefik for the web platform and Docker/Google Compute Engine for the API service, integrating comprehensive CI/CD pipelines (Bitbucket, ESLint, Husky).
  • Designed and deployed an 80+ node, end-to-end AI Interview Workflow (BrainVector) that orchestrates post-call data processing, including FFmpeg audio concatenation, multi-format data storage in Google Drive, and schema-enforced answer extraction using Gemini 2.0 Flash.
  • Implemented AI-Powered Quality Control: Integrated the Google Vision API and Gemini within the asset intake workflow to automatically detect quality issues (e.g., headwear, poor lighting) in photo uploads, achieving a 92% accuracy on non-empty response parsing.
  • Established a comprehensive audit trail and Google Sheets stage-tracking for all automated processes, ensuring granular monitoring and compliance for research data.
React.jsGoogle Cloud Platform (GCP)CometChatNextjsn8nSupabase+4

Self-employed

AI automation Engineer

Feb 2025Present · 1 yr 3 mos · Remote

  • Design and deploy bespoke AI automation workflows using n8n, Make.com, and LLMs (OpenAI, llama, DeepSeek, Grok, Claude), optimizing business processes for e-commerce, SaaS, and accounting clients.
  • Developed an AI-powered receipt extraction tool, automating categorization and calculations, saving clients 10+ hours weekly.
  • Built a freelancing job matcher integrating Telegram APIs, ranking opportunities by relevance and generating tailored cover letters, enhancing application efficiency by 50%.
  • Skilled in integrating APIs (Google, Telegram), deploying self-hosted systems on AWS, and leveraging AI for real-world applications like document processing and trend analysis.
  • Developed open-source AI tools and case studies, demonstrating practical applications like YouTube automation, invoice processing, and image recognition.
ai automationsAI Agentsn8nmake.comAgentic AI Development

Solar analytics

Dev Team Manager

Feb 2015Feb 2025 · 10 yrs · Greater Sydney Area

  • Led the front-end development of a hybrid AngularJS-Angular SPA, progressively modernizing legacy codebases to align with the latest Angular versions.
  • Built interactive D3.js-based visualizations for energy analytics, empowering users with real-time insights.
  • Delivered AWS serverless solutions, enabling seamless, scalable deployments for global users.
  • Introduced Cypress-based end-to-end testing, cutting production bugs by 40%.
  • Mentored and led a team of five developers, fostering growth and promoting clean architecture principles.
  • Key Achievement: Promoted to Lead Developer for driving innovation, improving team workflows, and delivering high-impact projects.
  • https://www.solaranalytics.com.au/
  • https://my.solaranalytics.com.au/
Node.jsKarmaCypressReact.jsAWS LambdaFront-End Development+9

Web your way

Business Manager

Sep 2014Dec 2020 · 6 yrs 3 mos · Sydney Area, Australia

  • Founded and led a boutique web agency, delivering lead generation, web development, and digital marketing solutions for local businesses.
  • Managed all aspects of the business, including client acquisition, sales, project management, hiring, and technical execution.
  • Engineered performance-optimized websites using WordPress, Drupal, Joomla, and custom-built solutions to enhance speed and user experience.
  • Developed and deployed custom landing pages (ClickFunnels) and high-converting eCommerce stores using Shopify, Magento, OpenCart, and WooCommerce.
  • Designed and optimized SEO-driven websites to enhance online visibility and drive organic traffic.
  • Ran successful Facebook and Google Ads campaigns, improving conversion rates and reducing customer acquisition costs.
  • Integrated CRM solutions (HubSpot, amoCRM, Zapier) to streamline customer interactions and automate workflows.
Rust (Programming Language)

Orion creative

Web Developer

Jul 2014Sep 2014 · 2 mos · Baulkham Hills, Sydney, NSW, Australia

  • Designing projects mostly using best practices of Drupal CMS 7 (+Omega 3 responsive approach)
  • FrontEnd theming using HTML/CSS + SASS (Bootstrap, Bourbon, TeMP frameworks, CSS3 animation) + JS (vanilla Javascript, jQuery +plugins, jQuery validation, ajax autocomplete, json) + webfonts (Google Fonts, Typekit, Adobe Edge, icon fonts techniques)
  • BackEnd developing, Drupal custom modules, custom PHP, custom PayPal integration
  • Mysql scripts and database maintenance
  • Developing landing pages for registration portals with PayPal integration (multistep forms, client side data validation)
  • Launching new projects on production server, SVN
  • Web hosting administration using Web Host Manager (WHM) and cPanel
  • Cross-browser and cross-devices testing, HTML markup validation
  • Client's email and phone support
  • Introducing mobile first and responsive design principles to the team and engaging to use it for all of the projects
  • Optimized development workflows with Drush automation, reducing project setup times by 30%.
  • A list of most recent works:
  • http://www.rousehillrams.com.au/ (front-end styling)
  • http://www.milliken.ontera.com.au/ (both frontend and backend parts)
Content Management Systems (CMS)PHPDrupalFront-End DevelopmentSASSdrush

With collective

Drupal Themer

Jun 2014Jun 2014 · 0 mo · Surrey Hills, Sydney, NSW, Australia

  • Short term contract for Drupal front-ending:
  • Producing of valid and accessible, hand coded HTML/CSS layouts for Drupal CMS with applying mobile first and responsive design techniques
  • SASS TeMP Framework
  • Front-end testing (browser / devices / WCAG)
  • Working as a team member dealing with JIRA, GIT
  • A list of projects I was responsible of:
  • https://www.flexicommercial.com.au/
  • https://www.flexienterprise.com.au/
Front-End Development

Megarost.org

Front End Web Developer

Nov 2013Apr 2014 · 5 mos · Belarus

  • Megarost is a conversion marketing and consultancy agency for small to medium sized businesses. The main aim is to help small businesses to grow.
  • Position: Front End Developer
  • Responsibilities:
  • PSD slicing and XHTML cutting with an eye for pixel perfection
  • Producing of valid and accessible, hand coded HTML/CSS layouts with the knowledge of the cross-browser quirks in CSS and JavaScript
  • Mobile / responsive website development
  • Front-end testing (browser / devices / WCAG)
  • Designing pages based on a range of CMS: Drupal 7 (Zen, Omega 4 themes, Commerce, custom module contributing, perfomance optimization), OpenCart, WordPress
  • Mentor for two junior developers with handing over of personal experience to them.
  • Main achievements:
  • Developing of js-scripts set for landing pages for better UX (image preloading, slider, gallery, dynamic elements, etc.)
  • Introduced responsive design techniques and a mobile first philosophy as corporate principles of the company
  • Technologies:
  • HTML/CSS, PHP, CMS (Drupal 7, OpenCart, WordPress), AJAX, JavaScript, jQuery, set of jQuery-based scripts, image preloading, SASS
  • Project examples:
  • http://it-consult.by/
  • http://www.solvendo.by/
  • http://selin.by/
  • http://barliveminsk.by/
Front-End Development

Freelance

Drupal Web Developer, Front End Developer, Project Manager

May 2012Oct 2013 · 1 yr 5 mos · Belarus

  • Being a professional in web development field (what is more - I'm one of that guys who are really fond of the occupation) I had an experience of making a range of web pages not to mention the renovating, supervising and supporting existing ones.
  • Responsibilities:
  • Developing web pages with the help of Drupal 7 CMS (API, custom modules, theming, Ubercart + Commerce, perfomance optimization), OpenCart 1.5+, WordPress
  • Developing interactive and intuitive web interfaces with HTML, CSS and JavaScript
  • Design, implementation, testing Online Marketing features for eCommerce sites and landing pages
  • Project management, web designers and developers collaboration, client negotiation and coordination
  • Achievements:
  • Implemented a shopping cart feature (simpler checkout for Drupal Commerce module and OpenCart CMS) for a number of clients that reduced lost sales by 30%, creating additional revenue for each of them;
  • Pioneered the move into the social networking environment for a client (body-building nutrition and clothes shopping network) that achieved a 40% increase in unique visitors what in turn led to 20% annual revenue growth;
  • Technologies:
  • HTML/CSS, PHP, JS, jQuery, CMS (Drupal 7 (+Commerce), OpenCart, WordPress, Joomla)
  • Project examples:
  • http://horadric.ru/
  • http://www.expert-sport.by/
  • http://algolbus.by/
  • http://ecoyagoda.by/
  • http://allopampers.by/

Epam systems

Java Software Engineer

Feb 2012Apr 2012 · 2 mos · Brest, Belarus

  • Global provider of software engineering and IT consulting services with the headquarters in Newtown, PA, USA. The company has software development centers and branch offices in the United States, Canada, UK, Switzerland, Germany, Sweden, Netherlands, Singapore, Belarus, Hungary, Russia, Ukraine, Kazakhstan and Poland. The list of EPAM’s clients includes Colgate-Palmolive Co., SAP AG, Sephora, Four Seasons Hotels and Resorts, Coca-Cola Co., Adidas AG, Barclays Capital, among others.
  • Responsibilities:
  • Developing, improving, refactoring and testing of Transwide web-service (modular transport management solution “on demand”) for Wolters Kluwer company
  • Technical support of application clients
  • Unit testing, bug fixing and code reviewing
  • Technologies:
  • JAVA, Eclipse, JIRA, Scrum, JUnit

Personal projects

Lead Drupal Developer for HoradricRU

Apr 2011Dec 2013 · 2 yrs 8 mos · Belarus

  • Started as an enthusiastic web project devoted to one of the most sold games ever Horadric.RU was created, developed and maintained by the team of 9 creative people. In the course of time it expanded into the leading portal (among Russian ones) dedicated to 5 different games providing posted on a daily basis news, guides and articles, number of web services as streaming, contests, ladders, video and image gallery hosting, chat, not to mention user blogs and moderated and supported forum.
  • Responsibilities:
  • designing, developing and maintaining new services such as streaming (+API integration), chat, picture and video galleries, ladders, user blogs using a range of Drupal 7 API capabilities;
  • technical support, code review, bug fixing using personally established GIT-based development environment;
  • search engine optimization (on-page and off-page);
  • business research, searching and negotiations with potential investors, partners, advertisers, establishing affiliate relationship with eCommerce shops.
  • Main achievements:
  • successful phpBB Forum, wiki and Drupal 7 CMS integration caused the better user experience (single registration and authorization system for three different CMS);
  • attendance growth up to 30k+ unique visitors per day due to constantly improving UI, on-page and off-page search engine optimization and Drupal performance improvement;
  • tournaments service allowing to host 1k+ contests simultaneously caused additional 1k-5k unique visitors for organizing different events;
  • negotiation with several advertisers what created additional $30k revenue within 12 months;
  • setting up, adjusting and integration with OpenX ad server what led into $2.5k additional annual revenue.
  • Technologies:
  • HTML/CSS, JS, jQuery, PHP, GIT, MySQL;
  • Drupal, phpBB, Media Wiki, OpenX;
  • Apache and Nginx optimization for highly loaded projects;
  • Unix cron, SSH bash telnet;
  • SEO & SEM like Google Analytics, Google Apps, HootSuite, Ahrefs
  • Project URL:
  • http://horadric.ru/
Front-End Development

Beltelecom

Telecommunication Network Engineer

Sep 2005Jan 2012 · 6 yrs 4 mos

  • Beltelecom is the leading telecommunication operator in the Republic of Belarus providing more than 60 types of telecommunication services over the whole country. The enterprise is the biggest Internet Service Provider in the country with more than 1,500,000 subscribers. Besides Internet services, the company provides also IPTV (Internet Protocol television), IP-based interconnection of corporate networks, and hosting services in data centers.
  • Main duties:
  • Technical support and upgrading the data communications equipment;
  • Repairing of damages and failures in the equipment of the data transmission network, accident investigating, analysing and implementing prevention measures of the alert condition
  • Fulfilling, testing and supporting of several network management systems
  • Performing the preventive maintenance according hardware of datacom network, improving processing and producing methods of the telecommunication equipment and installations
  • Designing and maintaining of the appropriate documentation, providing various engineering reports regarding hardware operation
  • Execution team leader’s and leading engineer’s duties during their absences.
  • Main achievements:
  • Design, developing and maintaining of a web service which on a regular basis parses the Cisco and Zyxel telecommunication equipment log files in order to build MySQL database for continious telecommunication errors inspecting and correction
  • Technologies:
  • PHP, MySQL, LAMP
  • Asked to talk at:
  • Presentation of the lecture “OSI and TCP/IP model”. RUE Beltelecom training centre, Brest, Belarus. November 2010
  • Presentation of the lecture “Resilient Packet Ring Technology (IEEE 802.17)”. RUE Beltelecom training centre, Brest, Belarus. April 2008
  • Internet services review at “The modern telecommunication services and technologies” conference to over 250 delegates from across the industry, Brest, Belarus, May 2006

Education

Brescki Dzjaržauny Tehnièny Universitet

Bachelor's Degree

Jan 2000Jan 2005

Liceum 1, Brest

Jan 1998Jan 2000

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