Akkshita Isa

Who Am I?
“The best way to predict the future is to create it.”

My name is Akkshita Isa, and I’m a builder focused on the intersection of AI, systems, and real-world problem solving. My work revolves around understanding not just how models perform, but how entire AI systems behave — from context handling to decision-making and efficiency. I’m especially interested in problems where small optimisations can create a large real-world impact.

One of my key projects, "ContextForge", explores how large language models consume context. I built a system that analyses, evaluates, and optimises input context by identifying redundant or low-impact sections, reducing cost while maintaining output quality. It’s my way of treating prompt design as an engineering problem, not guesswork.
Alongside that, I’ve built tools like "LeetFlash", focused on improving learning efficiency for developers, and worked on intrusion detection systems, where I explored anomaly detection and security-focused machine learning.
Across these projects, a common theme drives me: taking complex, messy problems and turning them into structured, usable systems.
I’m currently based in India, building with a global mindset, and I’m particularly drawn to ideas at the intersection of AI infrastructure, automation, and scalable products.
If it involves systems thinking, optimisation, or building something from scratch — I’m in.