SB

Hire Sumit B. - Generative AI Architect

Generative Ai Architect

21+ years
chicago, illinois, united states
Abbvie

About sumit

Accomplished Sr Architect with an impressive 19 years of experience in designing, architecting, and developing cutting-edge solutions. I specialize in leading the design and implementation of transformative AI-driven solutions that reshape industries. My expertise lies in harnessing the power of Generative AI to create innovative, scalable systems that drive business growth, particularly within the healthcare sector. I combine deep technical knowledge with strategic vision to architect solutions that not only meet but exceed business objectives. In my current role at AbbVie, I’m leading the charge in shaping the future of healthcare technology by integrating cutting-edge tools into scalable, AI-powered solutions. I focus on end-to-end solution delivery, from ideation through deployment, ensuring high-impact AI systems are operationalized seamlessly within the business. I thrive in collaborative environments, bringing together cross-functional teams of engineers, data scientists, and stakeholders to craft innovative, data-driven solutions. By utilizing CI/CD pipelines, MLOps, and cloud-native technologies I ensure that AI systems are both scalable and reliable. Throughout my career, I have built a reputation as a technical leader, always pushing the boundaries of what’s possible and promoting a culture of continuous learning and improvement. * Generative AI Strategy & Architecture: Leading the design of AI-powered ecosystems using advanced tools like LLMs to create personalized, scalable solutions in real-time environments. * AI Solution Delivery: Overseeing the full lifecycle of generative AI solutions, from initial architecture to deployment, ensuring alignment with business strategies and seamless integration into existing systems. * Cloud-Native & Scalable AI Systems: Expertise in building AI solutions that scale on cloud platforms, leveraging containerization and orchestration tools (Docker, Kubernetes) for operational efficiency. * Cross-Functional Leadership & Mentorship: Guiding teams through complex AI challenges, promoting best practices, and mentoring engineers and data scientists to grow within the field of AI. * Self-Driven & Innovation-Focused: My journey is defined by an unwavering commitment to self-improvement and a relentless pursuit of new technologies. As a creative, independent thinker, I’m always exploring the latest advancements in Generative AI to stay ahead of the curve. This hunger for knowledge empowers me to design groundbreaking solutions that push the boundaries of what’s possible and deliver exceptional value to stakeholders.

Key Skills

.netado.netangularjsasp.netasp.net mvcbootstrapc#javascriptjqueryjsonknockoutjslinqmicrosoft certified professionalmicrosoft sql servermvc architecture+16 more

Experience

Generative Ai Architect

Current

Abbvie

I lead the vision, strategy, and architecture of pioneering AI-driven solutions that shape the future of healthcare technology. I am at the forefront of leveraging cutting-edge generative AI tools and technologies to design scalable, high-performance solutions, enable hyper-personalized and data-driven conversations. With a deep focus on transformative AI ecosystems, I drive the integration of advanced AI capabilities. By designing and executing strategic generative AI solutions, I enable the seamless delivery of intelligent, adaptive technologies that provide measurable value. Key Responsibilities & Achievements: Strategic Leadership & Vision: Spearheading the generative AI strategy for AbbVie’s US Commercial Technology and Data products, ensuring alignment with overarching business goals, while driving innovation at scale. AI Architecture & Design: Architecting advanced generative AI solutions, including LLMs, to deliver highly interactive, scalable applications that redefine engagement and personalization. End-to-End Integration: Leading the entire GenAI lifecycle—from ideation through to deployment and operationalization—leveraging MLops, CI/CD, and containerized microservices to ensure robustness, scalability, and efficiency. Cross-Functional Leadership: Collaborating with engineering, data science, and design teams to deliver cutting-edge AI tools that not only solve complex challenges but also elevate organizational capabilities. AI Advocacy & Mentorship: Cultivating a culture of excellence by mentoring teams, driving knowledge-sharing initiatives, and championing the adoption of best practices in Generative AI and DevOps.

Senior Manager Projects / Senior Architect

Cognizant

* Collaborated closely with business stakeholders, translating business needs into effective software solutions. * Managed end-to-end technical oversight, cultivating a culture of innovation, continuous improvement, and customer focus. * Harnessed the capabilities of OpenAI to create innovative solutions, using Azure OpenAI, Langchain, Streamlit and Hugging Face models, to leverage the latest advancements in AI and natural language processing. * Designed and implemented scalable architectures for digital solutions, incorporating Azure OpenAI technologies for intelligent features. * Hands-on approach in prototyping and developing applications, utilizing Azure OpenAI for rapid to validate the feasibility of innovative solutions * Played a pivotal role in driving the Generative AI vision, strategy, and architecture, providing technical leadership and guidance to the Generative AI team. * Actively engaged in ongoing research in the field of generative AI, staying updated with the latest publications, advancements, and breakthroughs. * Promoted best practices in GenAI through knowledge sharing and training programs. * Conducted regular technology landscape assessments to stay current with industry trends. * Demonstrated a robust understanding of generative AI techniques, including deep generative models, autoregressive models, and reinforcement learning for generative tasks. * Showcased proven expertise with Large Language Models (LLMs), specifically Microsoft Azure Open AI – Char GPT (3.5 and 4.0), and other LLM models. Successfully implemented API access for GenAI applications, contributing to seamless integration. * Demonstrated a comprehensive understanding of AI agents, both worker and orchestrator, playing a key role in decisioning and facilitating the deployment of complex applications. * Utilized my knowledge of AI and machine learning to build models * Developed and implemented machine learning algorithms for recommendations and suggestions

Architect

Cognizant

* Applied mathematical expertise in conjunction with ML and Deep Learning frameworks and libraries, including TensorFlow, PyTorch, and Keras, to design and implement innovative AI solutions. * Utilized hands-on experience in machine learning methodologies, leveraging advanced analytics tools such as R and Python. * Collaborated with Business/Functional teams to understand business needs and design solutions. * Collaborated effectively with cross-functional teams, including data engineers, analysts, and developers, fostering a collaborative environment to achieve project milestones. * Transformed functional requirements into architectural designs. * Executed fast-tracking strategies to meet project deadlines, including reprioritizing user stories and enhancing output. * Led a project to analyze and recode programs, resulting in a configurable framework for onboarding business areas. * Designed and delivered offtheshelf and custom solutions using Agile and Waterfall methodologies. * Evaluated and selected appropriate technologies, tools, and frameworks for digital projects. * Designed and implemented microservices-based architectures for flexible and scalable software systems. * Strengthened API security through the implementation of OAuth 2 in REST API and microservices. * Designed and built applications using Angular, C#, .Net Core, ASP.NET, ADO.NET, WebAPI, AWS, Oracle, Redshift. * Resolved performance issues for customers, identified inefficient cache settings, and introduced continuous build/integration. * Managed a team of 20 engineers, consistently upgrading systems and addressing production issues.

Education

The Engineering College

Bachelor Of Technology

The Engineering College

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Common Questions

What is sumit's expertise?

sumit specializes in Generative AI Architect, with expertise in .net, ado.net, angularjs, asp.net, asp.net mvc.

Where is sumit located?

sumit is based in chicago, illinois, united states.

How much experience does sumit have?

sumit has 21+ years of professional experience.

How can I contact sumit?

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