Manufacturing & Industrial Materials

A roster of manufacturing and materials specialists at the forefront of innovation in the production and utilization of industrial materials

Bartosz Lysakowski

Bartosz Lysakowski

Studied Forensic Science and Engineering as well as Land Use and Water Management at BTU Cottbus–Senftenberg. Later taught methods of forensic biological analysis, 3D printing, drones, LoRa, sensor technology, and open-source tools. For several years, worked in the Education Department at Cottbus Zoo. Since 2023, drone pilot and member of the EXPAND+ER project at BTU Cottbus–Senftenberg. Currently project coordinator at IQ@BB.

Studied Forensic Science and Engineering as well as Land Use and Water Management at BTU Cottbus–Senftenberg. Later taught methods of forensic biological analysis, 3D printing, drones, LoRa, sensor technology, and open-source tools. For several years... Show more

Mohamed Hegazy

Mohamed Hegazy

Senior Chief Engineer in Cybersecurity with over 15 years of experience in embedded systems and secure solutions, currently leading cybersecurity projects at Brightskies . He specializes in automotive cybersecurity, threat analysis, and secure system design aligned with standards such as ISO 21434, plays a key role in building and managing Cybersecurity Management Systems (CSMS), Led and contributed to major projects including on‑board chargers, thermal management systems, smart meters, railway safety systems, and LTE communication platforms. He holds a bachelor’s degree in systems and biomedical engineering and has earned multiple certifications, including Certified Automotive Cybersecurity Engineer, Automotive Security Testing (Vector), ITI Cybersecurity Diploma, and Agile Foundation Certification

Senior Chief Engineer in Cybersecurity with over 15 years of experience in embedded systems and secure solutions, currently leading cybersecurity projects at Brightskies . He specializes in automotive cybersecurity, threat analysis, and secure system... Show more

Diana Gastrin

Diana Gastrin

Diana is a Software Engineer at Apple . Her main passion is to create side projects that will automate her life. These can be of any field, from 3d modeling and printing to furniture design, hardware and software.

Diana holds a B.Sc. in Computer Science from Ben-Gurion University of the Negev and 6 years of experience as a Software Engineer in 4 different companies.

Other than that, she is a mother of 2 cats and an iRobot: Chiara, Alberto, and Albrecht respectively.

Follow her on Twitter:
@gastrin_diana and @thankyouthanks3 (her polite bot)

Diana is a Software Engineer at Apple . Her main passion is to create side projects that will automate her life. These can be of any field, from 3d modeling and printing to furniture design, hardware and software. Diana holds a B.Sc. in Computer S... Show more

Theressa Miller

Theressa Miller

Over 20 years of experience implementing AX09 through D365 in manufacturing environments. Roles held include: End User Business Analyst, Senior Supply Chain Consultant and Project Manager, and Multi-Company ERP Manager responsible for ongoing system and process changes as well as support.

Over 20 years of experience implementing AX09 through D365 in manufacturing environments. Roles held include: End User Business Analyst, Senior Supply Chain Consultant and Project Manager, and Multi-Company ERP Manager responsible for ongoing system ... Show more

Punit Shetty

Punit Shetty

Results-Driven Business Growth Consultant | Leveraging Lean Six Sigma & Quality Tools | Empowering SMBs to Thrive | Personalized Strategies for Sustainable Success

Results-Driven Business Growth Consultant | Leveraging Lean Six Sigma & Quality Tools | Empowering SMBs to Thrive | Personalized Strategies for Sustainable Success Show more

Daisuke Hayashi

Daisuke Hayashi

1. Doctor of Science (Theretical nuclear physics)
2. Doctor of Engineering (Optical measurements)

1. Doctor of Science (Theretical nuclear physics) 2. Doctor of Engineering (Optical measurements) Show more

Carlinho Rienzi

Carlinho Rienzi

Soy Carlinho de Osolabs, empecé con la Commodore de chico, sigo con la Commodore de grande.

Diseño y fabrico Hardware, programo en assembler de 6502, Arduino y Raspberry Pi.

Inventé la 20c una computadora modular de arquitectura simple diseñada desde cero para aprender y hacer experimentos y OsoLabs https://www.osolabs.tech para enseñar como funcionan las computadoras en su nivel más detallado.

Soy Carlinho de Osolabs, empecé con la Commodore de chico, sigo con la Commodore de grande. Diseño y fabrico Hardware, programo en assembler de 6502, Arduino y Raspberry Pi. Inventé la 20c una computadora modular de arquitectura simple diseña... Show more

Prashant Mavani

Prashant Mavani

Prashant Mavani is a seasoned Instrumentation, Control, and Automation Engineer with over 18 years of extensive experience driving automation initiatives across the pharmaceutical, chemical, petrochemical, and oil & gas industries. Known for his deep technical expertise and leadership in process automation, Prashant has led complex engineering, design, installation, and commissioning projects in both greenfield and brownfield environments. Throughout his career, Prashant has specialised in DeltaV DCS, DeltaV Live, PLC/SCADA systems, batch control (S88), MES integration, and industrial communication protocols. His hands-on experience spans designing advanced control modules, developing robust phase and recipe logic, commissioning field instrumentation, and integrating automation systems with enterprise platforms. His project portfolio includes major automation programs with Lonza, Genentech, Bayer, Reichhold, Biolab Arabia, and several large-scale terminal automation projects with IOCL and HPCL.
Prashant currently serves as a Project Manager at Emerson, where he leads multi-disciplinary automation projects, manages end-to-end engineering lifecycles, and ensures successful delivery within budget and timeline constraints. He is recognised for his ability to bridge technical and business needs, provide solutions to complex automation challenges, and guide teams through FAT, SAT, commissioning, and go-live stages. His achievements include contributing to four software patents (three approved), earning multiple performance and excellence awards, and developing Emerson India’s first custom terminal automation software solution (eTAS), which led to significant new business for the Ogranization. A strong communicator and strategic thinker, Prashant combines technical mastery with leadership, process Optimization, and customer-focused delivery. He holds a Bachelor’s degree in Instrumentation & Control Engineering from Dharmasinh Desai University and is proficient in English, Hindi, and Gujarati.

Prashant Mavani is a seasoned Instrumentation, Control, and Automation Engineer with over 18 years of extensive experience driving automation initiatives across the pharmaceutical, chemical, petrochemical, and oil & gas industries. Known for his deep... Show more

Iqzyme Medtech Pvt. Ltd

Iqzyme Medtech Pvt. Ltd

Sinto Poulose is the Founder Director of IQZYME MEDTECH PVT. LTD. He is an MSc. Biochemist having more than 18 Years experience in the IVD field. He is an EU IVDR Implementation Specialist, who is Lead Auditor of ISO 13485:2016 and ISO 9001:2015. Sinto take care of Turnkey Clean Room Consultation for IVD Manufacturing units as per cGMP requirements in accordance with WHO-PQ & EU IVDR.

Sinto Poulose is the Founder Director of IQZYME MEDTECH PVT. LTD. He is an MSc. Biochemist having more than 18 Years experience in the IVD field. He is an EU IVDR Implementation Specialist, who is Lead Auditor of ISO 13485:2016 and ISO 9001:2015. S... Show more

Bryn Smith

Bryn Smith

Product and technology leader with 15+ years’ experience delivering industrial IoT platforms across mining, construction, and rail sectors. Proven track record defining product strategy, shaping roadmaps, and leading end-to-end delivery of hardware-enabled SaaS solutions in asset-intensive environments.

Built and scaled high-performing teams, aligning engineering, product, and commercial stakeholders to deliver reliable, scalable platforms and support go-to-market execution. Led cloud platform development and large-scale system evolution, including migration of globally deployed devices and integration of new capabilities to support long-term product growth.

Earlier experience includes embedded systems and firmware development for automotive OEMs including Holden, Ford, Toyota, and BMW Motorrad at Continental Automotive, providing a strong foundation in safety-critical, high-reliability systems.

Product and technology leader with 15+ years’ experience delivering industrial IoT platforms across mining, construction, and rail sectors. Proven track record defining product strategy, shaping roadmaps, and leading end-to-end delivery of hardware-e... Show more

Lorenzo Lagna

Lorenzo Lagna

Passionate about bridging physical engineering with intelligent systems, Lorenzo Lagna is currently pursuing his Master's in Mechanical Engineering and Automation. His recent 6-month experience in Xi'an, China, sparked a deep dive into using AI for additive manufacturing. Driven by this challenge, Lorenzo is returning to China to research the "domain shift" problem in AI models for his thesis under the guidance of Prof. Xiang Li. A former basketball player turned rower and avid skier, Lorenzo brings the same dedication and drive from sports into solving complex engineering problems.

Passionate about bridging physical engineering with intelligent systems, Lorenzo Lagna is currently pursuing his Master's in Mechanical Engineering and Automation. His recent 6-month experience in Xi'an, China, sparked a deep dive into using AI for a... Show more

Rick Garner

Rick Garner

Rick is a solution director at Razor where he works with companies to refine their IT strategy and roadmap. He has been developing software for over 25 years, mostly on the Microsoft stack and worked in consultancy and in-house roles. Rick co-founded and still runs DotNetNorth - a community Meetup group in Manchester for developers and technologists interested in Microsoft technologies, and he regularly speaks at community and industry events. In recognition of his community work, Rick has held the Microsoft MVP award since 2013.

Rick is a solution director at Razor where he works with companies to refine their IT strategy and roadmap. He has been developing software for over 25 years, mostly on the Microsoft stack and worked in consultancy and in-house roles. Rick co-founded... Show more

Dennis Pelton

Dennis Pelton

Just a dude who tinkers with hardware and loves to help others learn how to do the same.

Just a dude who tinkers with hardware and loves to help others learn how to do the same. Show more

Chandan Dutta

Chandan Dutta

Chandan Dutta has over two decades of data and software development experience. He has worked in different verticals, like finance (Swiss Bank Corporation in Basel, Van Lanschot in 's-Hertogenbosch and Nations Bank in Charlotte, NC), manufacturing (Hewlett-Packard, Clorox) and healthcare (McKesson, Military Healthcare).
Chandan joined Improving in 2024. He holds a Master of Science in Physics and later in Cryogenic Engineering. He did his research in Theoretical Physics before getting into information technology.
He achieved the following certifications: Databricks Certified Data Engineer Professional, Microsoft SQL Server Admin, Azure Administration Associate, PMP, Certified ScrumMaster, CPHIMS, ITIL Foundation, SAS Intelligence Platform Deployment Professional, etc.

Chandan Dutta has over two decades of data and software development experience. He has worked in different verticals, like finance (Swiss Bank Corporation in Basel, Van Lanschot in 's-Hertogenbosch and Nations Bank in Charlotte, NC), manufacturing (H... Show more

Yogesh Pugazhendhi Duraisamy Rajamani

Yogesh Pugazhendhi Duraisamy Rajamani

Yogesh Pugazhendhi Duraisamy Rajamani is a seasoned Senior Data Engineer with over 18 years of experience architecting, building, and optimizing enterprise-scale data platforms. With deep expertise in cloud-native engineering and modern big data ecosystems, he specializes in designing highly scalable, secure, and event-driven data solutions that accelerate digital transformation. Yogesh Pugazhendhi’s core strength lies in leveraging Google Cloud Platform (GCP) services such as BigQuery, Dataflow (Apache Beam), Dataproc (Spark/Hadoop), Cloud Run, Pub/Sub, Dataplex, Cloud Functions, Cloud Composer, and Vertex AI to build automated, high-performance data pipelines and intelligent analytics platforms.
Yogesh Pugazhendh’s has a proven track record leading cross-functional engineering teams and driving complex data initiatives across Automotive manufacturing, healthcare, clinical research, and large-scale enterprise environments. He has led complex ingestion and transformation frameworks using Dataflow for streaming/batch pipelines, Dataproc for distributed processing at scale, Kafka and Pub/Sub for real-time event ingestion, BigQuery for analytic warehousing, and Cloud Run/Cloud Functions for serverless microservices and trigger-based orchestration. Abdul has driven multiple large-scale modernization initiatives, including legacy Hadoop-to-GCP migrations, real-time streaming platform development, and enterprise data lake and data warehouse implementations optimized for cost, governance, and performance.
Yogesh Pugazhendhi’s experience extends to enabling advanced analytics and machine learning workflows, collaborating with data science teams to operationalize and monitor ML models using Vertex AI Pipelines, Feature Store, and model-serving endpoints. Known for his rigorous approach to data quality, governance, lineage, and security, he has implemented robust frameworks aligned with HIPAA, GDPR, and FDA 21 CFR Part 11 to ensure compliance across sensitive data ecosystems.
His ability to optimize BigQuery performance, tune Spark workloads on Dataproc, implement Pub/Sub and Kafka-based streaming triggers, and automate observability and CI/CD workflows contributes directly to operational efficiency and measurable business impact. Abdul holds a Master’s degree in Electrical Engineering from Anna University and a Bachelor’s degree in Electrical and Electronics Engineering from the University of Madras. He is also PMP-certified and ITIL Foundation–certified. Fluent in English, Tamil, and Hindi, he excels at bridging technical execution with enterprise-level strategy.

Yogesh Pugazhendhi Duraisamy Rajamani is a seasoned Senior Data Engineer with over 18 years of experience architecting, building, and optimizing enterprise-scale data platforms. With deep expertise in cloud-native engineering and modern big data ecos... Show more

Vishnuvardhan Reddy Kaithapuram

Vishnuvardhan Reddy Kaithapuram

VishnuVardhan Reddy Kaithapuram is a Software Development Engineer at Amazon Ads specializing in big data and backend engineering. He builds large-scale data pipelines using Spark and Scala, optimizes OpenSearch ingestion systems, and develops APIs serving advertiser-facing analytics. His research paper on automating data governance using machine learning was published in the Journal of Big Data (Springer Nature) in 2026, emerging directly from real-world engineering challenges at Amazon. He brings a unique perspective that bridges production-grade engineering with academic rigor, focusing on scalable, intelligent systems that solve practical problems at scale.

VishnuVardhan Reddy Kaithapuram is a Software Development Engineer at Amazon Ads specializing in big data and backend engineering. He builds large-scale data pipelines using Spark and Scala, optimizes OpenSearch ingestion systems, and develops APIs s... Show more

Anneasa Manna

Anneasa Manna

Anneasa Manna is a product design student working at the intersection of speculative design and real world impact. Her work focuses on building systems that respond to extreme constraints, often addressing underserved communities and overlooked problems.

She has led the design and development of projects ranging from ultra low cost multifunctional footwear aimed at improving mobility and safety for marginalized users, to experimental concepts like adaptive tactical systems and Water extraction and air purification devices. Her approach blends material research, structural design, and systems thinking with a strong focus on sustainability and human need.

Anneasa’s work is driven by a belief that design is not just about making things better, but about deciding what deserves to exist in the first place.

Anneasa Manna is a product design student working at the intersection of speculative design and real world impact. Her work focuses on building systems that respond to extreme constraints, often addressing underserved communities and overlooked probl... Show more

Ajay kumar k v N/A

Ajay kumar k v N/A

I’m an AI engineer at D3Minds with hands-on experience building agentic AI systems and cloud-native workflows using AWS services. My work includes architecting autonomous agents, integrating large language models (LLMs) with distributed systems. I actively build with open-source tools, share practical insights with developer communities, and mentor on AWS AI/ML best practices.

I’m an AI engineer at D3Minds with hands-on experience building agentic AI systems and cloud-native workflows using AWS services. My work includes architecting autonomous agents, integrating large language models (LLMs) with distributed systems. I ac... Show more

Mitali Atkins

Mitali Atkins

Mitali is a maker and entrepreneur based in Bath, United Kingdom. Working at the intersection of product design, craft, and material science, she has studied how to apply origami folding principles to develop innovative novel packaging. She is interested in what happens when you bring craft logic to industrial problems — and what folding, as a design philosophy, can teach us about the future of how things will be made.

Mitali is a maker and entrepreneur based in Bath, United Kingdom. Working at the intersection of product design, craft, and material science, she has studied how to apply origami folding principles to develop innovative novel packaging. She is intere... Show more

Mourtaza Moïse Fazlehoussen

Mourtaza Moïse Fazlehoussen

Mourtaza Fazlehoussen is a Microsoft MVP in Azure AI Foundry and a Microsoft Certified Trainer (MCT), driving AI-powered digital transformation with a focus on secure, responsible, and human-centric innovation.

He architects enterprise AI systems that blend automation, security, and measurable real-world impact. With a growing interest in Health in AI, Mourtaza aspires to shape solutions that improve human life, healthcare accessibility, and overall well-being.

He is a frequent speaker at global events such as aMP, Experts Live, CollabDays, and MVP Connect, where he shares insights on AI adoption, multi-agent systems, and applied intelligence.

Additionally, Mourtaza co-founded initiatives like Tech Talk Pune and the Microsoft 365 & Dynamics 365 User Group, promoting grassroots tech learning, as well as HiFi Library, an educational platform that helps children build confidence and communication skills.

His mission is simple: to make AI accessible, trustworthy, and meaningful—for people, for business, for health, and for the future.

Mourtaza Fazlehoussen is a Microsoft MVP in Azure AI Foundry and a Microsoft Certified Trainer (MCT), driving AI-powered digital transformation with a focus on secure, responsible, and human-centric innovation. He architects enterprise AI systems ... Show more

Alessandro Cardoso

Alessandro Cardoso

Alessandro Cardoso, Microsoft Program Architect. Former Microsoft MVP, speaker, author, evangelist and a subject matter expert in Azure, Data & AI, Security and Cloud Native

As a Program Architect at Microsoft, I am a trusted advisor with a customer-centric mindset, open-mindedness, and creativity. I have over 28 years of success in the IT industry, working with business leaders and stakeholders to solve complex problems, deliver excellence, and improve outcomes with leading technologies. I am a Certified Information Security Manager (CISM) .

My mission is to make the market with innovative digital transformation and modernization projects, enabling and empowering customers to unlock their cloud journey, leverage the benefits of cloud computing, and enhance their security posture. I have received the prestigious 2023 Microsoft Platinum Summit Award for leading large-scale and high-quality cloud solutions for major customers across various industries and regions. I am also an international speaker, author, evangelist, and a former Microsoft MVP, with a passion for sharing my knowledge and insights with the community.

Past speak experiences include: TechEd/Ignite Australia and New Zeland (2009-2013); Azure Global Bootcamp; KubeSec Enterprise Summit (2021-2022), India Cloud Summit (2022-2023), Experts Live Australia 2023

Alessandro Cardoso, Microsoft Program Architect. Former Microsoft MVP, speaker, author, evangelist and a subject matter expert in Azure, Data & AI, Security and Cloud Native As a Program Architect at Microsoft, I am a trusted advisor with a custom... Show more

Vishnu Prasad Krishna Kumar

Vishnu Prasad Krishna Kumar

Vishnu Prasad is an accomplished SAP EWM Solution Architect with over 12 years of global experience in SAP consulting, business process optimization, and project management. He has led multiple end-to-end implementations, rollouts, and support projects across diverse industries, specializing in Extended Warehouse Management (EWM) solutions in both decentralized and embedded S/4HANA environments.
Vishnu brings deep expertise in design, configuration, and customization of SAP EWM processes, with proven ability to integrate seamlessly with cross-functional modules such as MM/IM, TM, SD, PP, PM, and QM. His strong technical and functional skills are complemented by his leadership in mentoring development teams, gathering requirements, conducting workshops, and delivering user training. With a hands-on approach, he has successfully driven UAT, cutover activities, and hyper-care support, ensuring smooth go-lives and operational stability.
His professional journey includes working with leading global organizations such as Halliburton, Mosaic, Tronox, Constellation Brands, YASREF, Ford, and BASF. In these engagements, he has collaborated closely with business stakeholders to align warehouse operations with enterprise goals, designed advanced interfaces with automated storage systems, and developed RF and Neptune-based custom solutions to enhance operational efficiency. His work has consistently focused on real-time inventory management, predictive maintenance, and advanced logistics integration, enabling clients to improve inventory accuracy, reduce costs, and streamline supply chain performance.
Beyond technical excellence, Vishnu has been instrumental in driving business transformation initiatives. He has led workshops, delivered demos, and prepared comprehensive documentation and training materials to ensure client readiness. His contributions extend to security role design, process governance, and compliance alignment, ensuring that warehouse solutions meet both operational and regulatory standards.
Vishnu holds a Master’s degree in Software Systems from Birla Institute of Technology and Science (BITS), India, and a Bachelor’s in Information Technology from SRM University, India. He is a SAP Certified Extended Warehouse Management (EWM) Consultant, reinforcing his credentials as a trusted advisor in the supply chain and ERP domain.
With his strong foundation in SAP EWM architecture, end-to-end project delivery, and cross-industry expertise, Vishnu continues to help enterprises optimize warehouse operations, enhance scalability, and achieve measurable business outcomes.

Vishnu Prasad is an accomplished SAP EWM Solution Architect with over 12 years of global experience in SAP consulting, business process optimization, and project management. He has led multiple end-to-end implementations, rollouts, and support projec... Show more

Gaurav Pokharkar

Gaurav Pokharkar

Autonomy isn't about taking control away - it's about giving safety back.

Nine years in automotive, seven of them in ADAS - building and validating the systems that make autonomous vehicles and intelligent machines reliable in the real world. My work spans Ford, Valeo, and Woven by Toyota, where I develop test strategies, build automation pipelines, and work at the boundary of hardware and software to prove that complex systems do what they're supposed to.

Key wins: cut data analysis time by 60–70% with HPC automation, owned $1M+ engineering change programs as the primary OEM interface at Valeo, and resolved 60+ production stop-ship issues across camera and sensor feature lines. Technical toolkit: Python, ROS, MATLAB, sensor fusion, a bit of C++ and test hardware from OXTS GNSS to ABD robots.

My interest in intelligent systems doesn't stop at vehicles. I'm drawn to any domain where rigorous validation, sensor integration, and systems thinking determine whether a product is safe to deploy - including robotics, surgical systems, consumer electronics and medical devices.

IEEE Senior Member. Recent speaker at the IEEE Robotics & Automation Society on testing and validation challenges in ADAS and autonomous systems. I build Raspberry Pi projects and 3D-print practical solutions in my spare time - curiosity doesn't clock out.

Open to connecting if you're working on intelligent, safety-critical systems of any kind.

Autonomy isn't about taking control away - it's about giving safety back. Nine years in automotive, seven of them in ADAS - building and validating the systems that make autonomous vehicles and intelligent machines reliable in the real world. My w... Show more

Diego Cabrera

Diego Cabrera

Diego Cabrera Ingeniero civil metalúrgico con experiencia en minería y en Power Bi.

Creador de cursos de Power Bi enfocado en la minería y canal de YouTube.

Link del canal
https://www.youtube.com/@PBIMINERIA/videos

Me gustas las visualizaciones y contar historias para ayudar a las organizaciones a tomar mejores decisiones con los datos

Diego Cabrera Ingeniero civil metalúrgico con experiencia en minería y en Power Bi. Creador de cursos de Power Bi enfocado en la minería y canal de YouTube. Link del canal https://www.youtube.com/@PBIMINERIA/videos Me gustas las visualizac... Show more

Deepak Agarwal

Deepak Agarwal

Seasoned technologist in AI and Cloud, simplifying emerging AI trends with actionable insights and enterprise results. A frequent speaker delivering talks that connect with leaders, developers, and future innovators through real-world stories and product experience.

Seasoned technologist in AI and Cloud, simplifying emerging AI trends with actionable insights and enterprise results. A frequent speaker delivering talks that connect with leaders, developers, and future innovators through real-world stories and pro... Show more

Michael Bates

Michael Bates

Michael Bates is President and CEO of Nomad eCommerce, leading the company’s strategy and growth in B2B eCommerce. With a background spanning project management and operations leadership, he brings a deep, hands-on understanding of the challenges manufacturers and distributor/wholesalers face when selling online.

Michael Bates is President and CEO of Nomad eCommerce, leading the company’s strategy and growth in B2B eCommerce. With a background spanning project management and operations leadership, he brings a deep, hands-on understanding of the challenges man... Show more

Honggyu Kim

Honggyu Kim

Honggyu Kim is a principal software engineer at SK hynix. His interests are memory profiling and management in the Linux kernel especially focusing on CXL memory expansion solutions. He has also worked on tracing, binary analysis tools as well as performance and memory profiling tools using and developing various open source project tools.

Honggyu Kim is a principal software engineer at SK hynix. His interests are memory profiling and management in the Linux kernel especially focusing on CXL memory expansion solutions. He has also worked on tracing, binary analysis tools as well as per... Show more

Mossaab Souaissa

Mossaab Souaissa

Mossaab Souaissa est DSI dans l’industrie textile depuis plus de 11 ans, avec une expérience terrain sur les systèmes ERP, MES, infrastructure et automatisation de production.

Il développe également, via MSIA Systems, des projets de recherche indépendants autour de l’IA souveraine, dont PRISM : PRISM Key 153 part d’une idée simple : dans un contexte professionnel ou industriel, le vrai sujet n’est pas seulement de faire répondre un modèle, mais de s’assurer qu’il est légitime à répondre, dans le bon domaine, sous les bonnes contraintes, et capable de refuser proprement lorsqu’il sort de son périmètre. L’approche est aujourd’hui déployée en environnement réel, avec une logique orientée production, traçabilité et auditabilité.

Le sujet pourrait s’inscrire dans une discussion plus large sur :

la fiabilité de l’IA en environnement métier,
la souveraineté et la gouvernance des architectures IA,
le passage d’une IA de démonstration à une IA réellement exploitable,
le rôle du routage et du refus comme mécanismes de robustesse.
À noter également que PRISM Key 153 a commencé à être identifié dans l’écosystème vLLM Semantic Router, avec :

une proposition officielle documentée : https://vllm-semantic-router.com/docs/proposals/Prism-153key
une discussion GitHub associée dans la roadmap du projet : https://github.com/vllm-project/semantic-router/issues/1422
le paper de référence : https://doi.org/10.5281/zenodo.18750029

Mossaab Souaissa est DSI dans l’industrie textile depuis plus de 11 ans, avec une expérience terrain sur les systèmes ERP, MES, infrastructure et automatisation de production. Il développe également, via MSIA Systems, des projets de recherche indé... Show more

Alex Wiley

Alex Wiley

A seasoned Microsoft Dynamics NAV and Business Central implementer who has held diverse roles over 20 years. He’s a regular presenter at industry events, authored an ERP book, and designed solutions for the food and manufacturing sectors. Currently, he’s a Senior Presales Consultant at ArcherPoint, advising customers on technology choices.

A seasoned Microsoft Dynamics NAV and Business Central implementer who has held diverse roles over 20 years. He’s a regular presenter at industry events, authored an ERP book, and designed solutions for the food and manufacturing sectors. Currently, ... Show more

Daneyand Singley

Daneyand Singley

Daneyand "DJ" Singley is currently the Executive Director of Enterprise Architecture & Systems Sales at MAPSYS Inc, a Columbus Ohio based national IT consulting firm. MAPSYS, an employee-owned company, specializes in solutions for the modern data center with businesses in hardware (prominently featuring IBM), software, AI, services, and staffing. DJ holds a bachelor of science degree in computer engineering from Rutgers University and a master of science degree in electrical engineering from the University of Vermont. Prior to MAPSYS, DJ spent a large portion of his career with IBM as a microprocessor design engineer. While at IBM, he designed processor logic for many well-known and loved products such as the Apple G5 based Macs, Nintendo Wii, Wii U, and IBM Power-based servers. With six patents and several published papers under his belt, he later moved to IBM sales and then to MAPSYS, where he leads the hardware business unit. Daneyand, known as DJ to his friends and colleagues, most enjoys solving customer problems with the best IT team on the planet: MAPSYS & IBM.

Daneyand "DJ" Singley is currently the Executive Director of Enterprise Architecture & Systems Sales at MAPSYS Inc, a Columbus Ohio based national IT consulting firm. MAPSYS, an employee-owned company, specializes in solutions for the modern data cen... Show more

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