Writing
Notes on moving factory data, battery traceability, and keeping an AI system’s context honest.
CDC: The Boring Technology That Actually Works
Battery Passport 2027: The Traceability Mandate
Unified Context Management (UCM) for Agentic AI
Blog
Notes on AGI
Exploring the imminent reality of AGI, its growth through neural networks, scaling laws, and the potential limits of superintelligent systems.
The Holy Grail of Search Algorithms in the Era of Agentic AGI
Analyzing text search algorithms, hybrid search, and infrastructure choices in the age of AGI-driven data explosion.
How CNNs are Transforming Drug-Protein Binding Prediction
Exploring how Convolutional Neural Networks (CNNs) simplify drug-target binding predictions, accelerating drug discovery without extensive experimentation.
The Fine Art of LLM Fine-Tuning: Balancing Efficiency and Understanding - Power of Doing it from Scratch
Explore the enduring debate between fine tuning from libraries, recipies vs getting started from scratch and why understanding concepts may give you a head start and might save some GPU compute as well.
Hackers Guide Cost Considerations and Comparing Providers
Cost considerations while figuring out how much to charge for every top model out there with best configurations and providers.
Scaling LLM and MultiModal Endpoints: Why Go and Terraform Outshine the Rest
Everyone struggles to scale, deploy and server their requests, even with distributed systems it is not easy to scale GPU based APIs.