anupam@wagle: ~ zsh

anupam@wagle:~$ whoami

Anupam Wagle — machine learning engineer

machine learning engineer

nlp llms computer vision ms cs · in progress

open to machine learning & AI security roles

anupam@wagle:~$ cat about.txt

About

I started in computer vision — teaching models to read handwritten math, sharpen blurry images, and spot pedestrians in LiDAR point clouds — and followed the field into NLP and large language models, where I now spend most of my time.

These days I'm doing an MS in Computer Science in the US and working as a graduate research assistant, digging into how ML systems work under the hood and how to build them responsibly. I like problems where the model has to meet the real world: messy inputs, tight constraints, actual users.

base
United States · from Kathmandu, Nepal
education
MS Computer Science (in progress) · B.E. Computer Engineering, KEC
currently
graduate research assistant · shipping ML side projects
interests
LLMs, model internals, AI security, MLOps

anupam@wagle:~$ ls skills/

Skills

languages/

  • python
  • c
  • c++
  • R
  • javascript

focus/

  • machine-learning
  • deep-learning
  • computer-vision
  • nlp-and-llms

learning/

  • mlops
  • fastapi
  • devops

anupam@wagle:~$ ls -la projects/

Projects

total 4

ocr-math-solver

drwxr-xr-x · computer-vision · ocr

Write an equation on a canvas, get the solution — plus a graph. Handles single- and multi-variable equations end to end: recognition, solving, and visualization.

image-super-resolution

drwxr-xr-x · deep-learning · gans

Upscales images to 2x and 4x without turning them to mush — preserving detail and sharpness instead of just stretching pixels.

malaria-detection-cam

drwxr-xr-x · medical-imaging · explainability

Classifies malaria-infected blood cells and shows its work: class activation maps highlight exactly which regions drove the prediction.

lidar-3d-detection

drwxr-xr-x · perception · autonomous-driving

3D object detection from LiDAR point clouds — finds pedestrians, cars, and cyclists, and measures their distance from the sensor vehicle.

anupam@wagle:~$ cat experience.log

Experience

2025 — present

graduate research assistant · University of South Dakota

Research in machine learning as part of the MS in Computer Science program.

2024 — 2025

machine learning engineer · icebrkr, Switzerland

Machine learning and nlp work on user behaviour tracking system

2023 — 2024

machine learning engineer · LogicTronix-AMD-Xilinx Partner

Machine learning and computer vision work on FPGA-accelerated systems.

anupam@wagle:~$ cat education.log

Education

in progress

MS, Computer Science · University of South Dakota

2018 — 2022

B.E., Computer Engineering · Kathmandu Engineering College

2017

+2 Science · National School of Sciences (NIST)

2015

SLC · Triyog High School

anupam@wagle:~$ cat contact.txt

Contact

Email is the fastest way to reach me — I read everything. For code, find me on GitHub; for everything else, LinkedIn works too.

# this prompt actually works — type help and hit enter.

anupam@wagle:~$