Kumar Sam

AI @ Meta | Ex-Nvidia | AI & ML | Cybersecurity | Speaker

Singapore, Singapore

About

With over two decades of rich and diverse experience in Information Technology (IT), I've developed a comprehensive understanding of critical domains such as Software Development Life Cycle (SDLC), Cloud Technologies, and Security. My expertise extends across a myriad of tools and platforms, each playing a pivotal role in driving innovation and delivering impactful solutions. In the realm of Observability, I rely on Datadog and Elastic to ensure real-time monitoring and analysis of system performance and infrastructure health. For Automated Testing, I leverage horizon3.ai and Pentera to automate testing processes, ensuring the reliability and security of software products. Real-time Data Analytics is facilitated through platforms like Redpanda and Vector DB - Pinecone, enabling the processing and analysis of massive datasets for actionable insights. Cloud-Native Networking Solutions, such as Isovalent Cilium and Calico, optimize networking infrastructure for scalability and security in cloud environments. Distributed Systems are efficiently managed with Redpanda, ensuring seamless data processing and communication. Automated Security Testing is conducted using Pentara, facilitating comprehensive pentesting to identify and remediate vulnerabilities. In the domain of Streaming Platforms, I utilize Redpanda and Pinecone to enable real-time data processing and analysis. Static Application Security Testing (SAST) is enhanced with the use of Prelude Security, ensuring robust security measures throughout the development lifecycle. AML Detection Tools aid in identifying and mitigating risks effectively, while Real-time Databases like Rockset facilitate agile data management and analytics. These tools, along with others like Data Modeling Solution (Maxa.ai), Secure Browser Solutions (Island), XDR Solutions, and Third-Party Risk Management Tools (Bitsight, CyberGrx), form an integral part of my toolkit, empowering me to drive innovation and deliver transformative solutions across diverse domains.

Experience

  • Senior Manager - AI & Data at Meta
    Jan 2024 - Present · 2 yrs 6 mos

  • Director - AI / ML Platform at Deloitte
    Oct 2023 - Jun 2024 · 9 mos

    As Senior Manager at Deloitte, I lead transformative initiatives at the convergence of AI/ML Platform, Cybersecurity, DevOps, and Data, utilizing an extensive toolset to drive innovation and deliver impactful solutions. With a tenure spanning from [Year Started] to present, I orchestrate projects that reshape client landscapes and fortify their digital infrastructures. - AI/ML: Extensively working on Artificial Intelligence and Machine Learning, I have the privilege of leading a team that navigated the cutting-edge landscape of AI-powered collaboration tools, including Lab.ai and Together.ai, among others. One particular experience stands out vividly in my mind, showcasing both the challenges and the triumphs inherent in this dynamic field. - Cybersecurity: Using Secure Browser Solutions, ensured secure browsing experiences using Island and implemented XDR Solutions for comprehensive threat detection and response. Third-Party Risk Management: Utilized Third-Party Risk Management Tools like Bitsight and CyberGrx to mitigate risks associated with external vendors. - SDLC Management: Streamline software development lifecycles, optimizing efficiency and quality assurance across projects. - Cloud Advancement: Drive cloud migration and transformation initiatives, leveraging AWS, GCP, Azure, and Microsoft Azure to modernize client environments and drive scalability. - Security Focus: Champion robust security strategies, employing automated security testing tools like Pentara and Static Application Security Testing (SAST) with Prelude Security to fortify defenses and mitigate risks. - Multidomain Proficiency: Excel across diverse domains, integrating Observability Tools like Datadog and Elastic to enhance visibility and insights.

  • VP of Engineering - Artificial Intelligence and Machine Learning at OneT
    Jun 2022 - Sep 2023 · 1 yr 4 mos

    In my role as VP of Engineering - Artificial Intelligence and Machine Learning, I spearheaded a transformative project focused on enhancing Lab.ai and Together.ai, leading AI-powered collaboration tools. Our team set out to integrate advanced machine learning algorithms into Lab.ai, aiming to enable real-time sentiment analysis and intelligent content recommendation features. This involved meticulous planning, collaborative research, and the development of robust ML infrastructure. Despite challenges in scaling and fine-tuning AI models, our efforts resulted in significant advancements, revolutionizing how teams collaborate remotely. This experience underscored the immense potential of AI in tools like Lab.ai and Together.ai to drive innovation and efficiency in modern workplaces.

  • AI/ML Solution Architect at NVIDIA
    Mar 2019 - May 2022 · 3 yrs 3 mos

    As an AI/ML Solution Architect, I played a pivotal role in shaping cutting-edge AI technologies, leveraging a sophisticated toolset to deliver bespoke solutions. - Automated Testing: Utilized horizon3.ai and Pentara for automated testing, ensuring the reliability and performance of AI solutions. - Real-time Data Analytics: Leveraged Redpanda and Vector DB - Pinecone for real-time data analytics, driving actionable insights for clients. - Cloud-Native Networking Solutions: Implemented Isovalent Cilium and Calico for cloud-native networking solutions, optimizing performance and scalability. - Distributed Systems: Deployed Redpanda for efficient and scalable distributed systems, enabling seamless data processing and analysis. During my tenure, I oversaw strategic initiatives leveraging AI/ML to revolutionize payment processing, utilizing advanced toolsets to drive innovation.

  • Senior Engineering Manager at OVO (PT Visionet Internasional)
    Jun 2018 - Feb 2019 · 9 mos

    I spearheaded a digital transformation initiative at OVO, leveraging cutting-edge tools such as Datadog, Elastic, horizon3.ai, Pentera, Redpanda, Vector DB - Pinecone, Isovalent Cilium, Calico, Pentara, Rockset, and Pure Storage. We optimized observability, automated testing, real-time analytics, cloud-native networking, distributed systems, security testing, and more, driving innovation and efficiency across the organization.