Pioneering Predictive Intelligence: How One Architect Transformed Manufacturing Asset Management Through IoT and Oracle Cloud Innovation Waayo, waxa uu ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah Shuruudaha cusub ee Asset Intelligence Haddii loo soo xigtay in ay soo saarka ah ee wax soo saarka ugu weyn - dhismaha compressor dhismaha oo ku yaalaa milyan oo ka mid ah dhismaha wax soo saarka ah - Handaragal ku dhismaha soo saarka ah oo ka mid ah si ay u dhismaha wax soo saarka ah, laakiin sidoo kale si ay u dhismaha wax soo saarka cusub ee wax soo saarka ah ee wax soo saarka. Sida loo yaqaan 'Handaragal' waxaa loo yaqaan 'IoT Application Suite' ee Oracle Corporation, waxaa loo yaqaan 'IoT Application Suite', oo loo yaqaan 'IoT Application Suite', waxaa loo yaqaan 'IoT Application Suite' iyo 'IoT Application Suite' iyo 'IoT Application Suite' iyo 'IoT Application Suite' iyo 'IoT Application Suite' iyo 'IoT Application Suite'. Arkitecting Intelligence: Innovation Technical iyo Implementation Excellence Waayo, waxaa laga yaabaa in ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid Qalabka dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha The measurable impact proved transformative: Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka 45% ugu fiican ee Time Between Failures (MTBF) ee loo isticmaali karaa data-driven maintenance timing $2.5 milyan oo ku yaal ah oo ka mid ah warshadaha ah oo ka mid ah warshadaha warshadaha. Zero shuruudaha ah oo ku yaalaa in ay ku yaalaa wax soo saarka ugu horeysay ee wax soo saarka ah - wax soo saarka ah ee wax soo saarka ah. From Innovation to Industry Standard: Commercialization iyo Qalabka Global Sida loo yaqaan 'Handaragal' waa in ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid Sida loo yaabaa in ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah Waayo, wax soo saarka waa in la soo saarka in la soo saarka oo ka mid ah wax soo saarka oo ka mid ah wax soo saarka oo ka mid ah wax soo saarka oo ka mid ah wax soo saarka oo ka mid ah wax soo saarka oo ka mid ah wax soo saarka oo ka mid ah wax soo saarka oo ka mid ah wax soo saarka oo ka mid ah wax soo saarka. Qalabka Qalabka: From Aerospace to Utilities Dhismaha Technical ee Handaragal ayaa ka mid ah dhismaha adeegga ah oo ka mid ah shuruudaha ugu badan oo ka mid ah shuruudaha ugu badan oo ka mid ah dhismaha adeegga ah oo ka mid ah dhismaha adeegga ah: Airspace & Defense: dhismaha Oracle Cloud ee soo saarka ee BAE Systems-HAL iyo warshadaha Air Force India, oo ku yaalaa daawada, adeegyada, iyo adeegyada shaqada waa soo saarka ah. Shirkadda & Hi-Tech: Qalabka warshadaha warshadaha wax soo saarka, wax soo saarka, iyo warshadaha warshadaha warshadaha soo saarka ah oo loo baahan yahay warshadaha BOM iyo warshadaha warshadaha warshadaha. Shuruudaha Shuruudaha Shuruudaha Shuruudaha Shuruudaha Shuruudaha Shuruudaha Shuruudaha Shuruudaha Shuruudaha Shuruudaha Shuruudaha Engineering & Construction: Dhammaan wax soo saarka-dhammaan iyo injineer-to-dhammaan model oo aad u baahan tahay wax soo saarka ah iyo wax soo saarka sareeya. Waxaad ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka iyo wax soo saarka. Shirkadda Ecosystems Workforce: Leadership ka mid ah adeegga technology ah Haddii loo yaabaa in ay ku yaalaa in ay ka mid ah wax soo saarka ah ee IEEE, waxaa loo yaabaa in ay ka mid ah wax soo saarka ah ee IEEE oo ka mid ah wax soo saarka ah ee IEEE oo ka mid ah wax soo saarka ah ee IEEE oo ka mid ah wax soo saarka ah ee IEEE oo ka mid ah wax soo saarka ah. Sida loo yaabaa in ay ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid Haddii loo yaqaan "Ambassador of ISCEA for the Americas Region through 2030, Handaragal wuxuu ku yaalaa shuruudaha strategic of the organization across North and South America, promoting supply chain excellence and professional development throughout the hemisphere". Delivering authoritative insights on sustainable and greener supply chain operations through digital transformation, bridging environmental sustainability objectives with practical technology implementation strategies. Supply Chain Pledge Day Expert Panelist: Creating comprehensive case studies featuring Agile approaches for digital supply chain transformation, utilized by professionals and students worldwide for developing practical problem-solving capabilities. Global Case Competition Author: Presenting "Smart Asset Maintenance using AI and ML" to global supply chain leaders, translating complex AI/ML concepts into actionable supply chain applications. SCTECH 2025 Invited Speaker: Academic Bridge-Building: Taageerada wax soo saarka Haddii loo yaqaan 'Handaragal' waa mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ah Qalabka ugu horeysay ee ay ku yaalaa in ay ka mid ah shuruudaha ah ee U.S.A. iyo U.K. University of Indiana ee Pennsylvania University of Tennessee, Knoxville, EE. Shirkadda North Texas University of Northumbria, UK Shirkadda University of Sussex, UK Shuruudaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha waaweyn ee dhismaha. Waayo, waxaa laga yaabaa in ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid Shuruudaha iyo Shuruudaha Professional Haddii aad u baahan tahay in ay u baahan tahay in ay u baahan tahay in ay u baahan tahay in ay u baahan tahay in ay u baahan tahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay in ay u baahan yahay. Technical Excellence: Oracle ACE Associate (calaamadaha oo dhan, top 200 oo dhan) IEEE Senior Member oo ka mid ah wax soo saarka liderka ah 45+ kharashka adeegga ah ee IEEE-ka, si ay u isticmaali karaa qalabka wax soo saarka Professional Designations: Fellow, Institute of Supply Chain Management (FIoSCM) – kharashka ugu horeysay Fellow, Soft Computing Research Society (F-SCRS) - 0.5% oo ka mid ah macaamiisha macluumaadka oo dhan Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka ICAgile Certified Professional (ICP) oo ka mid ah Industry Leadership: Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Waqtiga ah ee conferencing industry iyo summit technology Waqtiga ah ee Free Press Journal for "pioneering work" in digital transformation Qalabka dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha iyo dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha, dhismaha. Qalabka Academic iyo Evolution Professional Sida loo yaqaan 'Handaragal' waa mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah. Infosys (2010-2021): Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Deloitte (2021-2023): Dhammaan Solution Architect on strategic transformation initiatives, dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha. Shirkadda Consulting Peloton (2023-Present): Si loo yaqaan "Senior Manager" iyo "Solution Architect" waxay ka caawinayaa adeegga Supply Chain Management, ku habboonayaan adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga adeegga. Sida loo yaabaa, waxaa laga yaabaa in ay ka mid ah wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka, wax soo saarka iyo wax soo saarka. Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Sida loo yaabaa, Handaragal wuxuu ku yaalaa in ay ku yaalaa in la soo saarka ah ee intelligence artificial, machine learning, iyo nidaamka enterprise waa mid ka mid ah xawaaraha ugu soo saarka ee supply chain iyo intelligence manufacturing. Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Sustainability Through Digitalization: Dhammaan digital transformation si ay u qiyaasta cilmi-baarista ah, si ay u dhigiyaan in ay ka mid ah wax soo saarka ah iyo dhismaha midabka ah waa mid ka mid ah cilmi-baarista ah. Dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha Sida loo yaqaan technology waa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa in la isticmaali karaa. Qalabka Innovation iyo Dhammaan Dhammaan Sida loo yaqaan 'IoT predictive maintenance platform', Handaragal waxay ku dhigi karaa in ay ku yaalaa in ay ku yaalaa in ay ka mid ah innowation technology ah, oo ay ku yaalaa in ay ka mid ah nidaamka, oo ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa. Sida loo yaqaan "Handaragal" waa mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah. Sida loo yaqaan 'Handaragal' waxay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa in ay ku yaalaa. Haku: Ramachandra Handaragal Ramachandra Handaragal waa Senior Manager iyo Solution Architect ee Peloton Consulting Group oo ka mid ah 19 sano oo ka mid ah wax soo saarka ah oo ka mid ah shuruudaha digital ah oo ka mid ah shuruudaha ah ee shuruudaha ah ee shuruudaha adeegga iyo shuruudaha technology ah ee shuruudaha. Sida Oracle ACE Associate (top 200 ee shuruudaha ah), IEEE Senior Member, iyo Fellow ee shuruudaha shuruudaha ah (IoSCM, CILTNA), wuxuu ka mid ah shuruudaha adeegga technology ah, shuruudaha shuruudaha ah ee shuruudaha ee shuruudaha shuruudaha. Haddii loo yaqaan 'IoT-capable predictive maintenance solution' ee Handaragal, oo waa mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid Waxaad ka soo xiriir in ay ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid Waayo, xafiiska waa in ay ku yaalaa in la isticmaali karaa inteliinta artificial iyo mashiinka mashiinka si ay u isticmaali karaa ecosystems dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha dhismaha Haddii loo yaqaan 'HackerNoon's Business Blogging Program' waxaa loo yaqaan 'HackerNoon's Business Blogging Program'. This story was distributed as a release by Sanya Kapoor under . HackerNoon’s Business Blogging Program Nidaamka Blogga ee HackerNoon Nidaamka Blogga ee HackerNoon
