04 / Skills

Skills

Machine learning first, with the web stack to ship models as products. Hover or tap any skill to see where I've used it.

0tools and skills
0families
0projects using them
4years of building
Skill orbit
Samridha Shrestha
Everything I work with

Deep learning and ML

Segmentation and classification models trained on geospatial data.

  • PyTorch
  • Scikit-Learn
  • U-Net, DeepLabV3
  • CNNs
  • XGBoost
  • Jupyter
  • QGIS

LLMs and retrieval

Retrieval systems that put language models into products.

  • RAG systems
  • Hybrid search
  • Vector databases
  • Rerankers
  • n8n
  • LLM agents

Languages

  • Python
  • JavaScript
  • TypeScript
  • SQL
  • C
  • C++
  • HTML and CSS

Shipping it

The web stack that turns models into products people use.

  • Django
  • Next.js
  • React
  • Tailwind
  • GSAP
  • three.js
  • Leaflet
  • Cloudflare Pages

Tools

  • Git
  • Figma
  • UML

Working with people

  • Problem solving
  • Attention to detail
  • Clear writing
  • Teamwork
  • Time management