Sam Hessam Habibian Baboli
I'm Strategic AI & Digital Innovation
I’m Sam, a PhD in Statistical Quantum Physics turned AI and Digital Health innovator. My career began designing and simulating complex systems, publishing in journals like Nature, before transitioning in 2015 to corporate data science at Accenture, delivering analytics solutions for global leaders like Roche and Novartis.
Over the past decade, I’ve led cross-industry AI initiatives, from predictive maintenance in mobility to digital health products in regulated environments. As co-founder of a MedTech startup, I’ve transformed PoCs into production-ready solutions, including a pregnancy monitoring app and an AI-powered lung infection diagnosis tool. I thrive where AI, product strategy, and healthcare innovation meet business impact.
About Me
Strategic AI & Digital Innovation Leader | MedTech | Data Science | Product Thinking
My Journey: from Data Science R&D to Scalable Product
My journey began in academia, where I earned my PhD in Statistical Physics.
I specialized in designing, simulating, and validating complex many-body systems with high degrees of freedom, mapping them as quantum simulators. During my PostDoc, I published over 10 papers in prestigious journals such as Nature Photonics and Physical Review Letters.
In 2015, I transitioned from academia to the corporate world, joining Accenture Operations Analytics as a Data Scientist. There, I helped global companies implement data-driven solutions into their day-to-day operations, making measurable business impact. My early corporate work included supply chain and demand forecasting projects for Roche and Novartis in 2016–2017 — experiences that revealed the vast potential for technology in healthcare.
Since then, I’ve built over a decade of cross-industry leadership in AI-powered solutions, with a strong focus on:
- Digital health innovation
- Predictive analytics
- Data-driven product strategy in regulated environments
I have a proven record of transforming proofs-of-concept into production-level ML products, guiding multi-disciplinary teams, and navigating complex regulatory frameworks.
My work blends hard skills: advanced analytics, MLOps, AI architecture with soft skills such as product management, stakeholder engagement, and AI strategy development. I have a deep knowledge of data quality, lineage, FAIR principles, and compliance frameworks (GxP, GDPR).
Alongside my corporate career, I pursued entrepreneurial ventures in healthcare technology.
With a gynecologist friend, I co-designed and developed a pregnancy health monitoring app that connected via AUX cable to any fetal Doppler device, enabling expectant mothers to monitor fetal health at home. The app organically achieved 300,000+ downloads, which inspired us to formally establish our company in 2019.
When the COVID-19 pandemic disrupted our fetal monitoring project due to supply shortages from China, we pivoted to address another urgent challenge: lung infection diagnosis using ultrasound imagery.
Our goal was to provide a non-radiation alternative to X-ray and CT scans, especially for pediatric patients. I led product design, UX/UI development, regulatory planning (IEC/IRB), and the formation of a clinical research team for trials.
What Drives Me
I am motivated by the value and purpose of the work I do, whether its impact is immediate or long-term.
In every role, I aim to contribute to innovation and meaningful change, bringing insights that deliver tangible value to businesses and society.
I’m not always a subject matter expert in the industries I enter, but I bring curiosity, adaptability, and a problem-solving mindset to learn quickly, understand challenges deeply, and deliver impactful solutions.
I thrive at the intersection of AI, product management, and strategic healthcare innovation — where health, regulation, and data meet business impact.
We live in the era of Generative AI and Large Language Models, where the ability to build real-world impact from technology is more important than ever. I see this as both a responsibility and an opportunity — to harness advanced technologies ethically and effectively for the benefit of people, organizations, and the wider world.
Values & Mission
I believe that technology is only as powerful as the value and purpose it serves.
My mission is to transform data and AI innovations into solutions that deliver measurable impact for businesses, healthcare systems, and society.
In an era defined by Generative AI and Large Language Models, I see it as both a responsibility and an opportunity to harness technology ethically, strategically, and creatively — ensuring it improves lives, empowers decision-making, and shapes a sustainable future.
Industry Focus
Healthcare & MedTech, Mobility & Transportation, Financial Services, and Supply Chain Optimization — with a proven record of delivering AI-powered innovations in regulated and high-stakes environments where compliance, precision, and trust are critical.
Technical Expertise
Advanced Analytics, Machine Learning, Generative AI & LLMs, Predictive Modelling, MLOps & Cloud Architecture, Data Product Design, and AI for IoT/Edge Devices — backed by a PhD in Statistical Physics and 10+ years of applied cross-industry AI leadership.
Working Mindset
I approach every challenge with a balance of strategic vision and hands-on execution. My mindset is grounded in curiosity, adaptability, and a commitment to measurable outcomes. I believe in listening first, understanding the problem deeply, and then crafting solutions that are both technically robust and business-relevant. Collaboration is at the heart of my work — whether leading cross-functional teams, partnering with domain experts, or aligning with stakeholders. I thrive in environments where innovation meets accountability, and where every project is an opportunity to learn, create impact, and push the boundaries of what technology can achieve.
Work Experience
I bring over a decade of cross-industry experience leading AI, data science, and product innovation initiatives across healthcare, mobility, finance, and supply chain. My career spans from a PhD in Statistical Physics and published research in top scientific journals to guiding multi-disciplinary teams in delivering production-grade AI solutions. I thrive in regulated, high-impact environments, translating complex technical capabilities into business value, and driving innovation from concept to measurable outcomes.
Led multi-disciplinary teams in developing and deploying AI-powered solutions across healthcare, mobility, and finance. Guided initiatives from early proof-of-concept to production-scale deployment, ensuring technical excellence, compliance, and measurable business outcomes.
Co-founded and led a MedTech startup delivering products like a pregnancy health monitoring app (300k+ downloads) and an AI-driven lung infection diagnosis tool using ultrasound imagery. Navigated MDR, ISO-13485/14971, and clinical trial processes to bring safe, impactful healthcare technology to market.
Drove product roadmaps for AI and data platforms, aligning technology capabilities with business objectives. Developed strategies for data mesh architectures, cloud pipelines, and analytics products that scaled across global operations.
Delivered analytics and optimization solutions in supply chain management, predictive maintenance, and revenue optimization across multiple sectors.
In the pharmaceutical domain, contributed to Roche and Novartis projects focused on demand forecasting and supply chain planning, applying advanced statistical modeling and data-driven decision tools to improve forecasting accuracy, operational efficiency, and compliance alignment. Other industry engagements included automotive, financial services, and energy, each requiring rapid domain learning and tailored analytics solutions.
My Portfolio
Over the past decade, I’ve led and contributed to a diverse range of projects spanning healthcare, mobility, finance, and supply chain. My portfolio reflects a blend of AI innovation, product strategy, and regulatory alignment, with a consistent focus on delivering measurable business impact.
Each project here showcases how I translate complex challenges into scalable, production-ready solutions — from concept and proof-of-concept to full deployment.
From Coworkers Feedback
Over the years, I’ve had the privilege of working with exceptional teams across industries. My managers and colleagues consistently recognize my leadership, technical expertise, collaborative spirit, and ability to deliver high-impact results in challenging and innovative environments.
Hessam demonstrated exceptional skills in building and leading a high-performing data team. His passion for data science positively influenced performance and motivation. He regularly brought fresh ideas and consistently met or exceeded expectations.
Hessam is one of the most competent individuals our company has had the privilege to work with. Always willing to help, an outstanding professional, and an intellectual who brings immense value to any company he joins.
Hessam was a highly motivated, strongly committed, and very reliable professional who worked with complete independence and professionalism. He was proactive and constantly brought improvements and added value to his work.