AI/ML & Data Science
Python/Matlab, machine learning, deep learning, computer vision, NLP, LLMs, and the data science tools used to build and evaluate them.
58 skills
ML Frameworks
scikit-learnTensorFlowPyTorchTorchvisionTorchinfoMLOpsMLflowSHAPLIMEHydra
Computer Vision
OpenCVPILPaddleOCRYOLOMobileNetV3ResNet-50LaneNet
NLP & LLMs
spaCyTF-IDFHugging FaceHugging Face TransformersLoRALangChainLangGraphMCPRAGAI AgentsOpenAIAzure OpenAICohereOpenRouter APIGemini APIGoogle Vertex AILLMsVLMs
Data Science & Analysis
PythonMatlabNumPyPandaspandas-taSciPyMatplotlibSeabornPlotlyStreamlitJupyter NotebookGoogle ColabAnacondaKaggleKagglehubPowerBIMicrosoft Excel
ML Algorithms
Linear RegressionLogistic RegressionSupport Vector Machines (SVM)Gradient Boosting (XGBoost/LightGBM)Neural Networks (MLP/CNN/RNN)Transformers
Full-Stack Development
Front-end and back-end languages and frameworks, APIs, Backend as a Service (BaaS) platforms, integration tools, and testing utilities.
45 skills
Front-End
HTMLCSSJavaScriptTypeScriptJSXTSXReactNext.jsVue.jsAngularSvelteSvelteKitDartFlutterThree.jsBackstageMaterial UITanStack Query
Back-End
JavaSpring BootCC++C#Node.jsPythonFastAPIDjangoSQLAlchemy
APIs & Integration
REST APIsWebSocketsOANDA APIAlpaca APIInteractive Brokers APISpring Boot RESTRAMLDataWeaveMuleSoft (Anypoint)Apache KafkaFirebaseFirestore (API)
Testing & Utilities
JestPlaywrightPyTestZodLogging (Logback, Log4j)
Databases & Data Engineering
SQL plus relational, cloud, and vector databases, and the data engineering tools used for storage and pipelines.
17 skills
Relational
SQLPostgreSQLpgAdminPGVectorMySQLMySQL WorkbenchSQL ServerSQLite
Cloud Databases
Snowflake Cloud DatabaseSupabase Cloud DatabaseMongoDB Cloud DatabaseFirestore Cloud DatabaseGoogle Cloud SQL
Data Engineering
ETL/ELT PipelinesdbtAirflowApache Flink
Cloud & DevOps
Cloud platforms, containerization, CI/CD pipelines and scripting, version control, and monitoring/deployment tools.
27 skills
Cloud Platforms
AWSAWS EC2AWS IAMAWS LambdaAWS S3AzureAzure API ManagementGCPGoogle Cloud Storage (GCS)Confluent Cloud
Containers & CI/CD
DockerKubernetesJenkins CI/CDGitHub ActionsBashTerraformMavenXMLYAML
Version Control
GitGitHubBitBucket
Monitoring & Deployment
PrometheusGrafanaSplunkVercelCloudflare Pages
Dev Tools & Design
IDEs and code editors, along with project management and design tools for planning and building software.
12 skills
IDEs & Editors
Visual Studio CodeCursorNeovimIntelliJEclipse IDESpring Tool SuitePyCharmAndroid StudioGitHub Codespaces
Management & Design
JiraContent Management Systems (CMS)Figma