Abhishek Gupta builds and deploys production-grade AI systems, working across data pipelines, machine learning models, and agentic AI workflows. During his time at The Modern Data Company, his work focused on applying advanced ML techniques to real-world business problems such as forecasting, churn prediction, and supply chain optimisation, while exploring emerging paradigms in multi-agent systems, retrieval-augmented generation, and large language models.
Abhishek talks about building and deploying production-grade AI systems, focusing on machine learning, agentic workflows, and retrieval-augmented generation for real-world business applications.
Abhishek Gupta builds and operationalises intelligent systems, focusing on taking machine learning from experimentation to production. His work spans data pipelines, model development, and deployment, with a strong emphasis on real-world applicability. He is also associated with Modern Data 101, contributing to conversations around modern data and AI systems.
During his time at The Modern Data Company, he worked on enterprise use cases such as forecasting, churn prediction, and supply chain optimization, applying techniques like ensemble modelling, survival analysis, and hybrid architectures. Through his contributions, including those aligned with Modern Data 101, he brought practical insight into how these systems drive measurable outcomes in production environments.
His focus has been on agentic AI systems, where he designs multi-agent workflows and builds retrieval-augmented generation pipelines using semantic search and vector embeddings. He has actively experimented with frontier models, contributing to evolving approaches in intelligent system design.
His work reflects a strong focus on end-to-end system thinking, covering everything from data ingestion to model explainability and performance, enabling the development of scalable and production-ready AI systems.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
