AWS Summit 2025 | Technical Edition — A Technologist’s Take
May 12, 2025 AI Summit
AWS Summit 2025 | Technical Edition — A Technologist’s Take
Read MoreFrom writing code for my first Android app in a small startup garage to architecting cutting-edge AI systems for enterprise telecom giants, my journey has been one of relentless evolution. I began as a curious engineer with a passion for crafting meaningful solutions, co-founding Dexideate Technologies in 2015 to build SaaS and mobile tools for local businesses. After earning my B.E. in Computer Science, I joined 6D Technologies in 2017, where I grew from a backend developer into a seasoned tech lead, spearheading mission-critical systems across mediation, IoT, and SIM lifecycle management. My work modernized legacy Java architectures into cloud-native microservices, enabling scalable, high-availability platforms for global telecom operations. But I didn’t stop there. Fueled by a deep curiosity for intelligence beyond rules and logic, I pursued advanced AI education—earning an M.Sc. in Artificial Intelligence from Liverpool John Moores University, with a research thesis on carbon-efficient transformer models for code generation that earned faculty recognition. Today, I specialize in blending domain expertise with AI innovation—building GenAI-powered assistants for SIM provisioning, charging systems, roaming intelligence, and telecom workflows. My focus lies in retrieval-augmented generation, LLM optimization, and end-to-end MLOps, grounded in real-world use cases. This portfolio is not just a showcase of my work—it’s a testament to a decade-long mission: to bridge enterprise-scale engineering with human-centric artificial intelligence, creating systems that feel intuitive, insightful, and indispensable.
Sr. Technical Lead | Enterprise IoT & AI | Open-Source Advocate 10+ years of expertise in Telecom , Artificial Intelligence (AI) and Internet of Things (IoT) specializing in product/system design, AI-driven solutions, and enterprise software development. Proven track record in LLMs, Deep Learning, NLP, Generative AI, and AIOps, with hands-on experience in scalable AI architectures, cloud computing, and distributed training setups. Adept at bridging technology and business, ensuring seamless AI integration, agile product development, and production transitions. Passionate about Open Source & game-changing AI and enterprise advancements that push the boundaries of innovation. I believe in recursive and continuous fast-learning , knowledge-sharing and open-source collaboration, leveraging AI to deliver efficiency, and business transformation. A lifelong learner, I thrive on solving complex challenges through cutting-edge AI research and experimentation while embracing a culture of technological openness. I’ve also had the opportunity to represent my company on global stages, including participating in strategic launch events in Brussels, Belgium—a testament to the trust, technical leadership, and cross-cultural collaboration I bring to every engagement.
Played a key role in the founding team of Dexideate Technologies , a Software-as-a-Service(SaaS) startup, focused on building native Android applications for small businesses. Established and led development efforts from wireframing to Backend Logic,UI/UX designing and productionization of the mobile app solutions including applications targeted for regional jewelers and precious stone vendors enabling customers to browse live inventory from home for a seamless shopping experience.Facilitated technological support for the startup’s technological training , staffing and hiring vertical, which specialized in sourcing higher quality software development talent . Despite ceasing operations in 2016, this journey provided valuable experience in software product development, SaaS innovation, and navigating the startup ecosystem.Played a key role in the founding team of Dexideate Technologies , a Software-as-a-Service(SaaS) startup, focused on building native Android applications for small businesses. Established and led development efforts from wireframing to Backend Logic,UI/UX designing and productionization of the mobile app solutions including applications targeted for regional jewelers and precious stone vendors enabling customers to browse live inventory from home for a seamless shopping experience.Facilitated technological support for the startup’s technological training , staffing and hiring vertical, which specialized in sourcing higher quality software development talent . Despite ceasing operations in 2016, this journey provided valuable experience in software product development, SaaS innovation, and navigating the startup ecosystem.
An incredibly enriching and tech-driven experience, marking my first professional journey right out of college. Worked as an Mobile App Development associate , gaining hands-on exposure to mobile app design, wireframing, native android development and a firm grasp over Java and various data structure based techniques while understanding the complete lifecycle of an app development company.This experience truly showed me the power of self-learning, as I confronted challenges without any help, solving issues and adapting to new technologies on the go. Witnessed firsthand how a small, passionate team can create meaningful impact, reinforcing my belief in agility and technological openness. Grateful for the energy and enthusiasm that came at the right time and for the inspiring founding team, whose vision and mentorship shaped my early professional outlook
Master’s in Artificial Intelligence and Machine Learning from Liverpool John Moores University, specializing in Deep learning, NLP, and SotA transformer-based AI. My research, "A Low-Carbon and Cost-Efficient Encoder-Decoder Based Transformer for Code Generation," was well-received and cited for its innovative approach to sustainable AI.This study focused on optimizing transformer architectures to enhance efficiency while minimizing computational costs and reducing carbon footprint. Since perceived before modern LLMs, it gained post-degree recognition for its forward-thinking methodologies. The study optimized transformer architectures to enhance efficiency while minimizing computational costs and carbon footprint.I collaborated on various AI-driven projects, engaged in industry discussions, and applied SotA AI techniques to tackle complex use cases while ensuring business-acceptable inference timeframes.
PGDM in Machine Learning and AI from IIIT Bangalore, specializing in deep learning, NLP, and computer vision. Gained hands-on experience in neural networks, reinforcement learning, and AI model deployment using TensorFlow and PyTorch. Worked on real-world projects in predictive analytics, image recognition, and NLP automation. Focused on scalable AI solutions, model optimization, and ethical AI practices, building expertise in developing high-impact AI applications.
I design and build intelligent systems that merge enterprise-grade architecture with advanced AI. From cloud-native platforms to GenAI-powered assistants, I deliver scalable, end-to-end solutions tailored for telecom, fintech, and user-facing products. My focus is on creating systems that are robust, explainable, and built to drive real-world impact—both for businesses and everyday users.
Consult me for all kinds of system design, on-prem, Cloudification or even an existing Lift and Shift
The most exciting part of my recent days at work and also other tech meetings is that I get to design a solution that brings forth RAG, Agentic AI and all the latest tech
Backend Business Logic for pre-existing/new applications.
"I've had the opportunity to work closely with Arjun, and his depth of technical expertise is truly exceptional. He brings a rare combination of sharp problem-solving skills, strong architectural vision, and a future-forward mindset—especially in the case of model pipelining , distributed training and in general AI space. Whether it’s deploying scalable microservices or integrating LLMs into production, he operates with both precision and innovation. His ability to recall and apply complex technologies across backend stacks and AI frameworks makes him an irreplaceable asset to any team. Arjun isn’t just keeping up with tech—he’s leading its adoption in existing legacy systems. A true technical leader in every sense."Noble Sivankutty Senior Data Analyst@Aviva Canada,Scarborough ,Ontario ,Canada
I can confidently say he exemplifies what it means to be both a strategic thinker and a hands-on leader in the field of AI and technology architecture. His diligence, dedication, and technical depth consistently stand out, but what truly sets him apart is his ability to go beyond his role—taking ownership, driving innovation, and mentoring others along the way. As an AI-focused Architect, Arjun brings a rare combination of deep technical expertise and strong leadership. Whether designing scalable AI systems or leading cross-functional teams, he approaches every challenge with a thoughtful, solutions-driven mindset. His ability to simplify complex problems and deliver high-impact outcomes makes him a key asset in any forward-thinking team. Any team would be fortunate to have Arjun on board—he's not just a contributor, but a multiplier of successNabarun Barua - Senior Lead DataScientist @Fractal Analytics , Bangalore
Working with Arjun has been an absolute privilege. He’s the kind of person who can walk into a complex situation, understand the technical maze instantly, and come up with solutions that actually work—efficiently and at scale. He’s always up to date with the latest in AI, backend tech, and AIOps tools—and what’s crazy is his memory for technical details. You can ask him about a library from two years ago, and he’ll not only recall it but explain how it fits into the current tech landscape. Beyond his skills, he’s super approachable, explains concepts clearly, and never hesitates to jump in when you’re stuck. I’ve learned a lot just by being around him.Manoj Rai - Lead Consultant @Genpact ,Bangalore
Arjun's exceptional AI expertise and visionary system design approach have consistently elevated our projects beyond conventional boundaries. His remarkable ability to architect elegant solutions anticipates future technological shifts while solving present challenges with precision. What truly distinguishes Arjun is his insatiable zeal for learning—he approaches each opportunity with genuine intellectual curiosity, whether exploring cutting-edge machine learning frameworks or researching emerging computational paradigms. His rare combination of technical mastery and forward-thinking perspective makes him an invaluable asset to any organization fortunate enough to collaborate with him.Graison M Johnson - Lead Software Consultant@Sonic Healthcare ,Macquarie Park, NSW, Australia
Arjun and I worked together in 6dtechnologies. He is a talented developer who is very knowledgeable, kind and motivated. He is an excellent team player and has great communication skills. His commitment to problem-solving, organization & deliberate execution are second to none. Highly recommended Arjun.Rakesh KR - Senior Tech Lead@6D Technologies
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AWS Summit 2025 | Technical Edition — A Technologist’s Take
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AWS Summit 2025 | Technical Edition — A Technologist’s Take
Read MorePhase 1 ,South-Bangalore ,India / Brussels Nord, Brussels
arjunkumbakkara@gmail.com