I am an accomplished technology leader with over 15 years of experience building high-performing engineering teams, launching cloud-native software platforms, and delivering cutting-edge AI/ML-powered solutions across industries including telecom, SaaS, and bioinformatics. My leadership style combines hands-on technical fluency with a strategic mindset, grounded in Agile and Lean principles, and shaped by a deep commitment to mentoring, cultural transformation, and data-driven product innovation. I specialize in transforming early-stage engineering teams into mature, delivery-focused organizations. I bring vision, structure, and momentum to engineering organizations, helping them build not only better products but also better teams, better culture, and lasting impact. With hands-on expertise in productizing ML research, orchestrating HPC and cloud pipelines, and leading software lifecycle transformations, I comfortably sit at the nexus of technology, business, and team enablement.

John Balanos

I am an accomplished technology leader with over 15 years of experience building high-performing engineering teams, launching cloud-native software platforms, and delivering cutting-edge AI/ML-powered solutions across industries including telecom, SaaS, and bioinformatics. My leadership style combines hands-on technical fluency with a strategic mindset, grounded in Agile and Lean principles, and shaped by a deep commitment to mentoring, cultural transformation, and data-driven product innovation. I specialize in transforming early-stage engineering teams into mature, delivery-focused organizations. I bring vision, structure, and momentum to engineering organizations, helping them build not only better products but also better teams, better culture, and lasting impact. With hands-on expertise in productizing ML research, orchestrating HPC and cloud pipelines, and leading software lifecycle transformations, I comfortably sit at the nexus of technology, business, and team enablement.

Available to hire

I am an accomplished technology leader with over 15 years of experience building high-performing engineering teams, launching cloud-native software platforms, and delivering cutting-edge AI/ML-powered solutions across industries including telecom, SaaS, and bioinformatics. My leadership style combines hands-on technical fluency with a strategic mindset, grounded in Agile and Lean principles, and shaped by a deep commitment to mentoring, cultural transformation, and data-driven product innovation. I specialize in transforming early-stage engineering teams into mature, delivery-focused organizations.

I bring vision, structure, and momentum to engineering organizations, helping them build not only better products but also better teams, better culture, and lasting impact. With hands-on expertise in productizing ML research, orchestrating HPC and cloud pipelines, and leading software lifecycle transformations, I comfortably sit at the nexus of technology, business, and team enablement.

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Experience Level

Expert
Expert
Expert
Expert

Work Experience

Technology Sabbatical & Graduate Research
February 1, 2020 - Present
Pursued advanced education in Applied Bioinformatics focusing on cancer genomics, single-cell analysis, and AI/ML integration in biomedical data. Conducted hands-on research into machine learning systems, data platforms, and large language models, exploring real-world AI engineering contexts. Designed and executed research pipelines involving scRNA-seq, gene regulatory networks, and ML classifiers. Explored MLOps, LLM frameworks such as LangChain and HuggingFace, and vector databases. Maintained technical engagement through part-time consulting and software prototyping in bio/ML domains.
Software Development Manager at PIPA LLC / Deus Ex Machina
February 1, 2020 - August 5, 2025
Led end-to-end design and delivery of advanced ML-powered platforms for large-scale bioinformatics and multi-omic analytics used by enterprise biotech and petcare clients. Architected cloud-native systems for AI-driven data pipelines using Python, Docker, Celery, and Kubernetes. Integrated ML pipelines and analytics engines into customer platforms, transforming R&D outputs into scalable production-grade tools. Built and managed globally distributed engineering, QA, and DevOps teams, introducing Agile practices that improved iteration velocity and feature quality. Implemented DevOps culture and CI/CD pipelines using Git, Jenkins, and container orchestration to reduce deployment cycles and improve release reliability. Enabled clients to launch new AI-driven products faster, increasing engagement and contract expansion with Fortune 100 clients.
Software Architect | SE Team Leader (Contract) at Clone Systems Inc.
June 30, 2017 - August 5, 2025
Improved architectural stability, database performance, and developer productivity across portfolio of cybersecurity-related platforms. Refactored legacy codebases and normalized performance bottlenecks in mission-critical database-driven systems. Introduced structured Agile planning and team-level engineering workflows to improve delivery predictability and collaboration.
Software Development Manager at AMD Telecom S.A.
July 1, 2016 - August 5, 2025
Designed, built, and launched “Routee”, a global SaaS communication platform for B2B and API-based messaging, successfully positioning company in competitive cloud communication space. Led cross-functional teams of engineers and QA staff in-house and remote. Delivered full-featured production-ready MVP in under 8 months; product showcased at Mobile World Congress 2016. Defined product architecture using microservices and cloud infrastructure with high-availability SLAs. Introduced test automation and quality frameworks to ensure stability and resilience under enterprise-scale loads. Enabled company’s transition from wholesale SMS services to retail/API markets, redefining its business model and expanding market reach. Scaled engineering team to 20 members within 4 months. Established engineering best practices, coding standards, test automation, and formal code/design reviews. Reported directly to C-level executives on KPIs, delivery progress, risks, and strategic planning. Facil
Senior Software Engineer (Contract) at Dataverse Computer Systems
November 1, 2014 - August 5, 2025
Developed custom software solutions for public/private sector clients focusing on document management and enterprise workflow automation.
Senior Software Engineer at XLN Telecom Business Services
April 1, 2013 - August 5, 2025
Worked on service integration platforms for SMB telecom products including mobile, broadband, and utilities.
Software Engineer / Analyst (Contract) at Melon Web
October 1, 2011 - August 5, 2025
Built enterprise content management and custom business apps for municipalities and government services.
Software Engineer / Analyst at Ioniki / Cosmos4U
December 1, 2008 - August 5, 2025
Led development of industrial automation software and ERP integration tools in an engineering consultancy environment.
IT Technician / Trainer / Network System Admin
December 1, 2007 - August 5, 2025
Offered technical training, IT infrastructure support, and systems installation to local businesses and SMEs.

Education

MSc in Applied Bioinformatics at Aristotle University of Thessaloniki, Greece
October 1, 2022 - September 30, 2025
MSc in Electrical & Computer Engineering at Democritus University of Thrace, Greece
January 1, 2006 - January 1, 2011

Qualifications

Add your qualifications or awards here.

Industry Experience

Telecommunications, Software & Internet, Life Sciences, Healthcare, Professional Services