Model: hetbhagatji09/cs-job-resume-model
Author: hetbhagatji09
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:480, loss:MultipleNegativesRankingLoss, dataset:hetbhagatji09/job-resume-embedding-finetuning, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:480, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-mpnet-base-v2
widget: source_sentence: Backend Developer required. Looking for expertise in Python, Django, REST APIs, Databases, Caching.Python;Django;REST APIs;Databases;Caching
sentences: Summary: 2+ years experience. Skills: React, PostgreSQL, Docker, MongoDB, REST, Unit Testing. Projects: Worked on a project that implemented React and PostgreSQL to deliver production-ready features, collaborated in Agile teams. Experience: 2 years developing systems using React, PostgreSQL, Docker, MongoDB.React;PostgreSQL;Docker;MongoDB, Summary: 6+ years experience. Skills: Android SDK, Swift, iOS SDK, Kotlin, CI/CD, APIs. Projects: Worked on a project that implemented Android SDK and Swift to deliver production-ready features, collaborated in Agile teams. Experience: 6 years developing systems using Android SDK, Swift, iOS SDK, Kotlin.Android SDK;Swift;iOS SDK;Kotlin, Summary: Experience in Caching, Python, Django and related tools.Caching;Python;Django, source_sentence: Backend Developer required. Looking for expertise in Python, Django, REST APIs, Databases, Caching.Python;Django;REST APIs;Databases;Caching
sentences: Summary: Experience in Excel, ETL, PowerBI and related tools.Excel;ETL;PowerBI, Summary: 4+ years experience. Skills: Jenkins, Terraform, Grafana, Prometheus, TDD, Git. Projects: Worked on a project that implemented Jenkins and Terraform to deliver production-ready features, collaborated in Agile teams. Experience: 4 years developing systems using Jenkins, Terraform, Grafana, Prometheus.Jenkins;Terraform;Grafana;Prometheus, Summary: Experience in Python, REST APIs, Databases and related tools.Python;REST APIs;Databases, source_sentence: Mobile Engineer required. We are looking for an engineer with 1+ years of experience. Responsibilities include building and maintaining systems using REST APIs, Objective-C, Android SDK, iOS SDK. Familiarity with Linux, APIs is a plus. Experience with scalable systems and good engineering practices required.REST APIs;Objective-C;Android SDK;iOS SDK
sentences: Summary: 5+ years experience. Skills: Spark, ETL, TensorFlow, Kubernetes, CI/CD, Linux. Projects: Worked on a project that implemented Spark and ETL to deliver production-ready features, collaborated in Agile teams. Experience: 5 years developing systems using Spark, ETL, TensorFlow, Kubernetes.Spark;ETL;TensorFlow;Kubernetes, Summary: 1+ years experience. Skills: TensorFlow, Spark, Kubernetes, PyTorch, TDD, Unit Testing. Projects: Worked on a project that implemented TensorFlow and Spark to deliver production-ready features, collaborated in Agile teams. Experience: 1 years developing systems using TensorFlow, Spark, Kubernetes, PyTorch.TensorFlow;Spark;Kubernetes;PyTorch, Summary: 2+ years experience. Skills: Python, Django, CI/CD, Node.js, Agile, Linux. Projects: Worked on a project that implemented Python and Django to deliver production-ready features, collaborated in Agile teams. Experience: 2 years developing systems using Python, Django, CI/CD, Node.js.Python;Django;CI/CD;Node.js, source_sentence: DevOps Engineer required. We are looking for an engineer with 5+ years of experience. Responsibilities include building and maintaining systems using Grafana, Docker, Prometheus, Terraform. Familiarity with APIs, CI/CD is a plus. Experience with scalable systems and good engineering practices required.Grafana;Docker;Prometheus;Terraform
sentences: Summary: Experience in SQL, PostgreSQL, Optimization and related tools.SQL;PostgreSQL;Optimization, Summary: 5+ years experience. Skills: Java, React Native, Objective-C, Flutter, APIs, Unit Testing. Projects: Worked on a project that implemented Java and React Native to deliver production-ready features, collaborated in Agile teams. Experience: 5 years developing systems using Java, React Native, Objective-C, Flutter.Java;React Native;Objective-C;Flutter, Summary: 7+ years experience. Skills: CI/CD, Grafana, Ansible, GCP, APIs, REST. Projects: Worked on a project that implemented CI/CD and Grafana to deliver production-ready features, collaborated in Agile teams. Experience: 7 years developing systems using CI/CD, Grafana, Ansible, GCP.CI/CD;Grafana;Ansible;GCP, source_sentence: Full Stack Engineer required. We are looking for an engineer with 1+ years of experience. Responsibilities include building and maintaining systems using Python, Express, React, JavaScript. Familiarity with Unit Testing, Agile is a plus. Experience with scalable systems and good engineering practices required.Python;Express;React;JavaScript
sentences: Summary: 6+ years experience. Skills: SASS, TypeScript, Tailwind, JavaScript, REST, APIs. Projects: Worked on a project that implemented SASS and TypeScript to deliver production-ready features, collaborated in Agile teams. Experience: 6 years developing systems using SASS, TypeScript, Tailwind, JavaScript.SASS;TypeScript;Tailwind;JavaScript, Summary: 5+ years experience. Skills: Express, CI/CD, React, JavaScript, Git, APIs. Projects: Worked on a project that implemented Express and CI/CD to deliver production-ready features, collaborated in Agile teams. Experience: 5 years developing systems using Express, CI/CD, React, JavaScript.Express;CI/CD;React;JavaScript, Summary: Experience in Android Studio, Kotlin, Java and related tools.Android Studio;Kotlin;Java
datasets: hetbhagatji09/job-resume-embedding-finetuning
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: triplet
name: Triplet
dataset: name: ai job validation
type: ai-job-validation
metrics: type: cosine_accuracy
value: 0.75
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: ai job test
type: ai-job-test
metrics: type: cosine_accuracy
value: 0.7333333492279053
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 8
Created: 2025-12-05 14:13:33