ulfimlg

Coding Assessment Documentation

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Problem Statement

Design and implement two API endpoints using a Python backend framework of yoru choice (e.g. FastAPI, Litestar, Flask, etc.) that automate the process of ranking resumes based on job descriptions. Your APIs should be documented with Swagger or similar.

This assessment evaluates your ability to handle text extraction, data processing, and structured outputs through REST APIs.

ulfimlg

name: "ResNet-50"
layer {
  name: "input-data"
  type: "python"
  top: "data"
  top: "im_info"
  top: "gt_boxes"
  python_param {
    module: "roi_data_layer.layer"
    layer: "RoIDataLayer"

ulfimlg

name: "SE-ResNet-50"
# mean_value: 104, 117, 123
layer { 
  name: "data"
  type: "Input"
  top: "data"
  input_param: {
    shape: {
      dim: 1 
      dim: 3 

ulfimlg

name: "SE-ResNeXt-50 (32 x 4d)"
# mean_value: 104, 117, 123
layer { 
  name: "data"
  type: "Input"
  top: "data"
  input_param: {
    shape: {
      dim: 1 
      dim: 3 

ulfimlg

Octave CheatSheet

GNU Octave is a high-level interpreted language, primarily intended for numerical computations.
(via GNU Octave)

Basics

• not equal ~=
• logical AND &&