NEEKSON
SHRESTHA
Current Status
Building high-performance tools and exploring neural networks.
Location
Pokhara, Nepal // [28.2096° N, 83.9856° E]
Technical Deep-Dives
[DIRECTORY] src/projects/executing_logic.sh
Digit Analyzer
Handwritten digit recognition from scratch using pure python and mathematical foundations.
Technical Logic
> Manual backpropagation implementation. No frameworks (TensorFlow/PyTorch). Raw matrix operations.
Assistive Vision
Real-time object detection and spatial awareness system for visually impaired users.
Technical Logic
> OpenCV pipeline integrated with pre-trained MobileNet SSD. Optimized for real-time inference.
The Dev Logs
[LOGS] var/log/development_notes.txt
Building Things Nobody Asked For: On Side Projects and Self-Education
In a world saturated with tutorials and bootcamps, the most honest education often comes from the embarrassing, unfinished things you built alone.
Neural Networks in C++: What Happens When Nothing Is Automatic
PyTorch computes your gradients, manages your memory, and vectorizes your loops without being asked. Writing the same network in raw C++ means doing all of that yourself — and finding out exactly how much a framework was quietly protecting you from.
The Darkroom
/usr/neekson/images/photography/ --all --raw
Education
Gandaki Boarding School
High School (Computer Science) // Completed
GPA: A
Leadership
Board of Directors
Teens for Change
Helping lead community projects and organizing local initiatives.
SAT Math Tutor
Independent
Helping students master math concepts through logical problem-solving.