Optimization Techniques: Linear Programming to Reinforcement Learning Sahaj Software

DEVDAY_

Optimization Techniques: Linear Programming to Reinforcement Learning

Sujit Kamthe, Karthika Vijayan

1 November 2024

Sahaj Software, GWV7+5G2 Nyati Tech Park, 301 A, Digambar Nagar, Wadgaon Sheri, Pune, Maharashtra 411014

About the Event

Struggling with decisions? Discover the power of optimization!

From figuring out the fastest commute to allocating your budget effectively, optimization is the secret sauce behind smart choices. Join us for an engaging talk that breaks down the fundamentals of optimization and reveals practical approaches you can apply to everyday challenges.

We’ll explore the core elements of any optimization problem – your goals, your limitations, and how to find the best possible outcome. Then, we’ll introduce you to exciting methods like:

Linear Programming: A structured way to find the best solution when you have clear rules.
Genetic Algorithms: Inspired by evolution, these algorithms can find surprisingly good solutions to complex problems.
Reinforcement Learning: Learn how intelligent agents can make optimal decisions through experience.

This talk is for anyone who wants to make better decisions, whether you’re a student, a professional, or simply someone curious about how things can be done more efficiently. You’ll leave with a clearer understanding of powerful optimization techniques and their real-world impact.

Ready to make smarter choices? Join us for the next Sahaj Software DevDay in Pune.

Meet our Speaker(s)

Sujit Kamthe

Solution Consultant, Sahaj Software

Sujit is a technology leader with over 14 years of experience in building large-scale, high-performance distributed systems. A full-stack polyglot developer, he specializes in Functional Programming, Microservices, Data Engineering, and DevOps. Sujit has led complex data engineering projects, optimization problems, and cloud-native architectures. As a leader, he is passionate about building high-performing teams, driving best practices, and mentoring the next generation of engineers.

Karthika Vijayan

Solution Consultant, Sahaj Software

Karthika is a Solution Consultant at Sahaj AI Software. She focuses on creating customized solutions for real-world business problems by designing composite machine learning pipelines. She has been working in the field of conversational AI with voice and text data for more than a decade.