AI / MLActive
Custom AI model for agricultural pathology
Designing, training and optimizing a 152-layer model on 85,000+ images to diagnose crop diseases fast enough for real-time use.
TensorFlowComputer VisionModel optimization
Experiments & Research
A playground for curiosity
Some questions only get answered by building. These are the threads I'm pulling right now, in AI, physics, mathematics and engineering. Each entry notes where it stands today.
NLPActive
Bangla NLP toolkit
Tokenization, stopword removal, POS tagging, NER and sentiment analysis for Bangla — open source with fully editable datasets.
PythonNLPOpen source
PhysicsIn progress
Physics of internet communication
Tracing how signals actually travel, from submarine cables and optical fiber to wireless communication.
Telecommunications
MathematicsActive
Olympiad mathematics
Competitive problem solving in number theory, combinatorics and geometry — and the math hiding inside algorithms.
AlgorithmsNumber theory
WritingPublished
Book: Internet & Protocols
A beginner-friendly blueprint of the internet system — IP, TCP, HTTP, DNS, cloud, the dark web and more.
NetworksEducation
Field notes
More experiments landing soon
I'm continuously running new explorations and documenting results. Follow along on my blog, or get in touch to collaborate on a research idea.