Checklist.csv

Category,Task,Sub-Task,Description,Priority,Status,Progress,Responsible,Deadline,Blockers,Dependencies,Notes
Data Collection,Import skill matrix,Data schema design,Define schema for skill matrix data import,High,Not Started,0%,,,,,Requires skill taxonomy definition
Data Collection,Import skill matrix,Excel parser development,Create parser for Excel skill matrix files,High,Not Started,0%,,,,Data schema design,Consider using pandas ExcelFile
Data Collection,Import skill matrix,Data validation,Implement validation rules for imported skills data,Medium,Not Started,0%,,,,Excel parser development,
Data Collection,Import skill matrix,Database integration,Connect skill import with database storage,Medium,Not Started,0%,,,,PostgreSQL setup,
Data Collection,Resume processing,PDF text extraction,Extract text content from PDF resumes,Critical,Completed,100%,,,,,Using PyPDF2 library
Data Collection,Resume processing,Resume structure parsing,Parse structured information from resume text,Critical,Completed,100%,,,,,Using LLaMA for extraction
Data Collection,Resume processing,Batch processing,Process multiple resumes in bulk,High,Completed,100%,,,,,
Data Collection,Resume processing,Error handling,Implement robust error handling for parsing failures,Medium,Not Started,0%,,,,Resume structure parsing,Add detailed error logging
Data Collection,LinkedIn profile integration,API research,Research LinkedIn API capabilities and limitations,Medium,Not Started,0%,,,,,May require developer program enrollment
Data Collection,LinkedIn profile integration,Authentication flow,Implement OAuth flow for LinkedIn access,Medium,Not Started,0%,,,,API research,
Data Collection,LinkedIn profile integration,Profile data extraction,Extract relevant data from LinkedIn profiles,Medium,Not Started,0%,,,,Authentication flow,
Data Collection,LinkedIn profile integration,Data transformation,Convert LinkedIn data to internal schema,Low,Not Started,0%,,,,Profile data extraction,
Data Collection,Import project mapping,Data model design,Define schema for project mapping data,High,Not Started,0%,,,,,
Data Collection,Import project mapping,Excel import functionality,Develop importer for project Excel sheets,High,Not Started,0%,,,,Data model design,
Data Collection,Import project mapping,Data cleansing,Implement cleansing rules for project data,Medium,Not Started,0%,,,,Excel import functionality,
Database,Set up PostgreSQL database,Schema design,Design relational database schema,Critical,Not Started,0%,,,,,
Database,Set up PostgreSQL database,Installation and configuration,Install and configure PostgreSQL server,High,Not Started,0%,,,,Schema design,
Database,Set up PostgreSQL database,Connection pool setup,Configure connection pooling for efficiency,Medium,Not Started,0%,,,,Installation and configuration,
Database,Set up PostgreSQL database,Security configuration,Implement security best practices,High,Not Started,0%,,,,Installation and configuration,
Database,Implement vector database,Research vector extensions,Research pgvector or similar extensions,High,Not Started,0%,,,,,
Database,Implement vector database,Extension installation,Install vector extensions for PostgreSQL,High,Not Started,0%,,,,PostgreSQL setup,
Database,Implement vector database,Vector operations implementation,Implement embedding storage and similarity search,High,Not Started,0%,,,,Extension installation,
Database,Implement vector database,Performance optimization,Optimize vector operations for large datasets,Medium,Not Started,0%,,,,Vector operations implementation,
Database,Migrate from CSV to PostgreSQL,Data migration script,Develop script to migrate CSV data to PostgreSQL,Medium,Not Started,0%,,,,PostgreSQL setup,
Database,Migrate from CSV to PostgreSQL,Data verification,Verify data integrity after migration,High,Not Started,0%,,,,Data migration script,
Database,Migrate from CSV to PostgreSQL,Code refactoring,Update code to use PostgreSQL instead of CSV,Medium,Not Started,0%,,,,Data migration script,
Search Engine,Set up Solr/ElasticSearch,Installation and configuration,Install and configure search engine,Critical,Not Started,0%,,,,,Consider Docker deployment
Search Engine,Set up Solr/ElasticSearch,Schema definition,Define search schema for resumes and projects,High,Not Started,0%,,,,Installation and configuration,
Search Engine,Set up Solr/ElasticSearch,Indexing pipeline,Create pipeline for document indexing,High,Not Started,0%,,,,Schema definition,
Search Engine,Set up Solr/ElasticSearch,Search API development,Develop API for interacting with search engine,High,Not Started,0%,,,,Indexing pipeline,
Search Engine,Configure semantic search,Embedding generation,Generate embeddings from text documents,High,Partially Completed,60%,,,,"Current implementation uses SentenceTransformer, but needs integration with search engine",Consider fine-tuning embeddings
Search Engine,Configure semantic search,Vector indexing,Index vectors in search engine,High,Not Started,0%,,,,Embedding generation,
Search Engine,Configure semantic search,Similarity search configuration,Configure similarity metrics and thresholds,High,Partially Completed,40%,,,,"Current implementation uses FAISS, but needs integration with search engine",
Search Engine,Build search interface,Query builder UI,Create UI for building complex queries,Medium,Partially Completed,30%,,,,,"Simple text input exists, need advanced options"
Search Engine,Build search interface,Results visualization,Develop visualization for search results,Medium,Partially Completed,50%,,,,,Add sorting and filtering options
Search Engine,Build search interface,Faceted search,Implement faceted search capabilities,Low,Not Started,0%,,,,Query builder UI,
LLM Integration,Enhance LLaMA implementation,Model selection,Select optimal models for different tasks,Medium,Partially Completed,50%,,,,"Currently using llama3.1:8b, investigate alternatives",
LLM Integration,Enhance LLaMA implementation,Prompt engineering,Optimize prompts for better extraction,High,Partially Completed,70%,,,,,Consider prompt templates
LLM Integration,Enhance LLaMA implementation,Caching mechanism,Implement caching to reduce API calls,Medium,Not Started,0%,,,,,
LLM Integration,Enhance LLaMA implementation,Fallback mechanisms,Implement fallbacks for LLM failures,Medium,Not Started,0%,,,,,
LLM Integration,Query understanding,Context enhancement,Enhance query context for better results,Medium,Partially Completed,40%,,,,,
LLM Integration,Query understanding,Query reformulation,Implement query reformulation for better results,Medium,Not Started,0%,,,,Context enhancement,
LLM Integration,Query understanding,Ambiguity resolution,Handle ambiguous queries with clarification,Low,Not Started,0%,,,,Query reformulation,
LLM Integration,Training plan generation,Skill gap analysis,Identify gaps between required and existing skills,High,Not Started,0%,,,,,
LLM Integration,Training plan generation,Course recommendation,Recommend specific courses/resources,High,Not Started,0%,,,,Skill gap analysis,
LLM Integration,Training plan generation,Learning path creation,Create structured learning paths,Medium,Not Started,0%,,,,Course recommendation,
LLM Integration,Training plan generation,Progress tracking,Track training plan progress,Low,Not Started,0%,,,,Learning path creation,
Frontend,Resume upload interface,File upload component,Implement drag-and-drop file upload,High,Completed,100%,,,,,
Frontend,Resume upload interface,Progress tracking,Show processing progress for uploads,High,Completed,100%,,,,,
Frontend,Resume upload interface,Bulk upload,Support uploading multiple files at once,High,Completed,100%,,,,,
Frontend,Resume upload interface,Error handling,Improve error handling and user feedback,Medium,Partially Completed,80%,,,,,Add more detailed error messages
Frontend,Resume query interface,Resume selector,Interface for selecting resumes to query,High,Completed,100%,,,,,
Frontend,Resume query interface,Query input,Natural language query input field,High,Completed,100%,,,,,
Frontend,Resume query interface,Answer display,Display answers to resume queries,High,Completed,100%,,,,,
Frontend,Resume query interface,History tracking,Track history of previous queries,Low,Not Started,0%,,,,,
Frontend,Resume filtering interface,Filter controls,UI controls for applying filters,High,Completed,100%,,,,,
Frontend,Resume filtering interface,Results display,Display filtered results in organized way,High,Completed,100%,,,,,
Frontend,Resume filtering interface,Save filters,Allow saving of commonly used filters,Low,Not Started,0%,,,,,
Frontend,Resume filtering interface,Advanced filtering,Complex filtering with logical operators,Medium,Not Started,0%,,,,Filter controls,
Frontend,JD matching interface,JD input,Text area for entering job descriptions,High,Completed,100%,,,,,
Frontend,JD matching interface,Results ranking,Display ranked matching results,High,Completed,100%,,,,,
Frontend,JD matching interface,Score breakdown,Show detailed score breakdown,High,Completed,100%,,,,,
Frontend,JD matching interface,Analysis display,Show AI analysis of top matches,High,Completed,100%,,,,,
Frontend,JD matching interface,Save JD templates,Allow saving of common JD templates,Medium,Not Started,0%,,,,JD input,
Frontend,Team assembly interface,Team requirements input,Interface for specifying team needs,High,Not Started,0%,,,,,
Frontend,Team assembly interface,Team composition builder,UI for building optimal team composition,High,Not Started,0%,,,,Team requirements input,
Frontend,Team assembly interface,Team visualization,Visualize proposed team structure,Medium,Not Started,0%,,,,Team composition builder,
Frontend,Team assembly interface,Role assignment,Assign specific roles within team,Medium,Not Started,0%,,,,Team composition builder,
Frontend,Training plan interface,Plan viewer,View generated training plans,Medium,Not Started,0%,,,,,
Frontend,Training plan interface,Plan editor,Edit and customize training plans,Medium,Not Started,0%,,,,Plan viewer,
Frontend,Training plan interface,Resource links,Link to training resources,Low,Not Started,0%,,,,Plan viewer,
Frontend,Training plan interface,Progress tracking,Track completion of training items,Low,Not Started,0%,,,,Plan viewer,
Analysis Features,Skill gap identification,Gap analysis algorithm,Algorithm to identify missing skills,High,Not Started,0%,,,,,
Analysis Features,Skill gap identification,Gap visualization,Visualize skill gaps graphically,Medium,Not Started,0%,,,,Gap analysis algorithm,
Analysis Features,Skill gap identification,Recommendation system,Recommend actions to address gaps,Medium,Not Started,0%,,,,Gap analysis algorithm,
Analysis Features,Mentor identification,Expertise mapping,Map expertise areas across organization,Medium,Not Started,0%,,,,,
Analysis Features,Mentor identification,Mentor matching,Match mentees with potential mentors,Medium,Not Started,0%,,,,Expertise mapping,
Analysis Features,Mentor identification,Availability tracking,Track mentor availability and capacity,Low,Not Started,0%,,,,Mentor matching,
Analysis Features,Team compatibility analysis,Compatibility metrics,Define metrics for team compatibility,Medium,Not Started,0%,,,,,
Analysis Features,Team compatibility analysis,Team simulation,Simulate team dynamics with different compositions,Low,Not Started,0%,,,,Compatibility metrics,
Analysis Features,Team compatibility analysis,Optimization algorithm,Optimize team composition automatically,Low,Not Started,0%,,,,Team simulation,
Testing,Unit testing,Test framework setup,Set up pytest or similar framework,Medium,Not Started,0%,,,,,
Testing,Unit testing,Parser unit tests,Write tests for parsing functionality,Medium,Not Started,0%,,,,Test framework setup,
Testing,Unit testing,Database unit tests,Write tests for database operations,Medium,Not Started,0%,,,,Test framework setup,
Testing,Unit testing,Search functionality tests,Write tests for search functionality,Medium,Not Started,0%,,,,Test framework setup,
Testing,Integration testing,Component integration tests,Test integration between components,Medium,Not Started,0%,,,,Unit testing,
Testing,Integration testing,End-to-end workflow tests,Test complete application workflows,Medium,Not Started,0%,,,,Component integration tests,
Testing,Integration testing,API integration tests,Test external API integrations,Medium,Not Started,0%,,,,Component integration tests,
Testing,User acceptance testing,Test plan creation,Create comprehensive UAT plan,High,Not Started,0%,,,,,
Testing,User acceptance testing,User feedback collection,Collect and analyze user feedback,High,Not Started,0%,,,,Test plan creation,
Testing,User acceptance testing,Issues prioritization,Prioritize identified issues,High,Not Started,0%,,,,User feedback collection,
Documentation,Technical documentation,Architecture documentation,Document overall system architecture,High,Partially Completed,50%,,,,,Add more detailed component interactions
Documentation,Technical documentation,API documentation,Document all API endpoints and parameters,High,Partially Completed,30%,,,,,
Documentation,Technical documentation,Data model documentation,Document database schema and data flow,High,Not Started,0%,,,,,
Documentation,Technical documentation,Setup instructions,Document installation and configuration steps,High,Partially Completed,40%,,,,,
Documentation,User manual,User guide creation,Create comprehensive user guide,Medium,Not Started,0%,,,,,
Documentation,User manual,Video tutorials,Create video walkthroughs of features,Medium,Not Started,0%,,,,,
Documentation,User manual,FAQ compilation,Compile frequently asked questions,Low,Not Started,0%,,,,,
Documentation,User manual,Troubleshooting guide,Create guide for common issues,Low,Not Started,0%,,,,,
Deployment,Local deployment setup,Environment setup guide,Document development environment setup,High,Partially Completed,60%,,,,,
Deployment,Local deployment setup,Dependency management,Manage project dependencies effectively,High,Partially Completed,70%,,,,,
Deployment,Local deployment setup,Configuration management,Manage different environment configurations,Medium,Not Started,0%,,,,,
Deployment,Production deployment plan,Infrastructure requirements,Define server and resource requirements,Medium,Not Started,0%,,,,,
Deployment,Production deployment plan,Deployment automation,Automate deployment process,Medium,Not Started,0%,,,,Infrastructure requirements,
Deployment,Production deployment plan,Scaling strategy,Define strategy for handling increased load,Medium,Not Started,0%,,,,Infrastructure requirements,
Deployment,Production deployment plan,Monitoring setup,Set up monitoring and alerting,Medium,Not Started,0%,,,,Deployment automation,
Optimization,Performance optimization,Profiling,Profile application to identify bottlenecks,Medium,Not Started,0%,,,,,
Optimization,Performance optimization,Query optimization,Optimize database and search queries,Medium,Not Started,0%,,,,Profiling,
Optimization,Performance optimization,Caching implementation,Implement caching for frequent operations,Medium,Not Started,0%,,,,Profiling,
Optimization,Performance optimization,Resource usage optimization,Optimize CPU and memory usage,Low,Not Started,0%,,,,Profiling,
Optimization,Scalability improvements,Load testing,Perform load testing to identify limits,Low,Not Started,0%,,,,,
Optimization,Scalability improvements,Horizontal scaling,Implement horizontal scaling capabilities,Low,Not Started,0%,,,,Load testing,
Optimization,Scalability improvements,Database partitioning,Implement database partitioning for scale,Low,Not Started,0%,,,,Load testing,
Data Security,Personal data protection,PII identification,Identify and classify personal data,High,Not Started,0%,,,,,
Data Security,Personal data protection,Access control,Implement role-based access control,High,Not Started,0%,,,,,
Data Security,Personal data protection,Data encryption,Encrypt sensitive data at rest and in transit,High,Not Started,0%,,,,,
Data Security,Audit logging,Logger implementation,Implement comprehensive audit logging,Medium,Not Started,0%,,,,,
Data Security,Audit logging,Log analysis,Tools for analyzing audit logs,Low,Not Started,0%,,,,Logger implementation,
Project Management,Sprint planning,Sprint backlog creation,Create backlog for upcoming sprint,High,Not Started,0%,,,,,
Project Management,Sprint planning,Task assignment,Assign tasks to team members,High,Not Started,0%,,,,Sprint backlog creation,
Project Management,Progress tracking,Daily standups,Conduct daily standup meetings,Medium,Not Started,0%,,,,,
Project Management,Progress tracking,Burndown charting,Track progress with burndown charts,Medium,Not Started,0%,,,,,
Project Management,Issue management,Issue tracking setup,Set up issue tracking system,Medium,Not Started,0%,,,,,
Project Management,Issue management,Bug triage process,Define process for bug prioritization,Medium,Not Started,0%,,,,Issue tracking setup,
Future Enhancements,Mobile application,Requirements gathering,Gather requirements for mobile app,Low,Not Started,0%,,,,,
Future Enhancements,Mobile application,Platform selection,Select development platform/framework,Low,Not Started,0%,,,,Requirements gathering,
Future Enhancements,AI recommendations,Research recommendation algorithms,Research state-of-the-art recommendation systems,Low,Not Started,0%,,,,,
Future Enhancements,AI recommendations,Prototype development,Develop prototype recommendation system,Low,Not Started,0%,,,,Research recommendation algorithms,
Future Enhancements,External integrations,API gateway,Develop API gateway for external integrations,Low,Not Started,0%,,,,,
Future Enhancements,External integrations,Authentication system,Develop authentication for external systems,Low,Not Started,0%,,,,API gateway,