StartupSoft

ABOUT PROJECT

A dynamic wellness tech venture offering innovative tools to support proactive health management. Its primary product is a smart scale equipped with cutting-edge BIA technology, delivering precise data on key body metrics such as fat percentage, lean mass, and hydration. By merging advanced engineering with a seamless digital experience, it empowers users to make informed decisions about their health.
 

TECH STACK

Node.js/Python, GCP, RESTful API
 

TEAM COMPOSITION

4 mobile engineers, 1 Full-stack engineer, 1 designer, and 2 QAs from our side
 

PROJECT STAGE

Live
 

QUALIFICATIONS AND SKILLS

REQUIREMENTS:

• 4+ years of experience building production APIs
• Strong proficiency in Node.js and Python
• Experience with Google Cloud Platform
• Understanding of RESTful API design principles
• Experience with healthcare or sensitive data APIs
• Strong debugging and testing skills

NICE TO HAVE:

• Previous experience with Firestore and GCP APIs
• Healthcare API development experience
• Experience integrating with AI/ML services
• Knowledge of API security best practices
• Understanding of healthcare data requirements
   

REQUIRED TECHNICAL SKILLS:

API Development:

• RESTful API Design: Strong experience building clean, intuitive APIs
• Node.js or Python: Proficiency in server-side API development
• API Documentation: Experience with OpenAPI/Swagger documentation
• HTTP Standards: Deep understanding of status codes, headers, and best practices
• JSON/Data Serialization: Efficient data formatting and validation

Google Cloud Platform (Existing Infrastructure):

• Firestore: Working with existing database schemas and queries
• Cloud Functions: Deploying API endpoints as serverless functions
• App Engine: API hosting and scaling
• Cloud Storage: File handling APIs for reports and measurements
• Authentication: Working with existing OAuth/JWT implementation

Integration & Performance:

• Third-party API Integration: Experience with external service APIs (Claude AI, etc.)
• Caching Strategies: Redis or similar for API response optimization
• Error Handling: Robust error management and user-friendly error responses
• Testing: Unit testing and API testing frameworks
• Monitoring: API performance monitoring and debugging

Specific API Requirements:

Client Management APIs:

• CRUD operations for client profiles and medical history
• Endpoints for measurement data retrieval and filtering
• APIs for client progress tracking and milestone management

Provider Dashboard APIs:

• Client caseload management endpoints
• Clinical recommendation retrieval APIs
• Progress summary and analytics endpoints
• Medication effectiveness tracking APIs

Measurement Data APIs:

• Real-time measurement ingestion from BIA hardware
• Historical data retrieval with filtering and pagination
• Batch measurement processing endpoints
• Data validation and quality control APIs

Clinical Calculation APIs:

• Expected Change Calculator integration endpoints
• Medication dosage calculation APIs
• Nutrition recommendation generation endpoints
• Body composition analysis result APIs

AI Integration APIs:

• Clinical recommendation request/response handling
• Progress summary generation endpoints
• Medication effectiveness analysis APIs
• Structured prompt management for consistent AI outputs
• Session scheduling and appointment management endpoints
   

RESPONSIBILITIES

API Development & Maintenance:

• Build RESTful APIs for existing client, provider, and organization management systems
• Create endpoints for body composition data retrieval and measurement session management
• Develop APIs for clinical dashboard widgets and user applications
• Implement API versioning and backward compatibility strategies
• Write comprehensive API documentation using OpenAPI/Swagger

Data Integration APIs:

• Build endpoints for body composition measurement ingestion from our BIA hardware
• Create APIs for integrating with existing calculation engines (Expected Change Calculator, medication effectiveness analysis)
• Develop data export APIs for clinical reporting and research purposes
• Implement bulk data operations for organizational reporting needs

Clinical Workflow APIs:

• Create endpoints for provider dashboard functionality
• Build APIs for client progress tracking and session management
• Develop medication tracking and effectiveness monitoring endpoints
• Implement clinical recommendation delivery APIs

AI Service Integration:

• Build wrapper APIs for Claude AI integration with proper error handling
• Implement structured request/response handling for clinical recommendation generation
• Create caching mechanisms for AI-generated content
• Develop fallback systems when AI services are unavailable

Performance & Security:

• Optimize API performance for high-volume healthcare data requests
• Implement rate limiting and request throttling
• Build comprehensive error handling and logging
• Ensure HIPAA-compliant API security practices

The company leverages generative AI to scale formal verification, enhancing software safety and security. While currently focused on verifying smart contracts in the web3 ecosystem, the company aims to expand into traditional software as well. As a team, it is addressing blockchain-related challenges and developing automated verification tools.

TECH STACK

Sui, Move, Solidity/EVM, Solana, Cryptography

TEAM COMPOSITION

Team of 5 specialists

PROJECT STAGE

Early stage

QUALIFICATIONS AND SKILLS

• Math Excellence: Strong math background, with a history of excelling in school or university.
• Web3 Experience: Development or auditing experience with Sui and Move (preferred). Experience with Solana or Solidity/EVM is also valuable.
• Technical Skills: Proficiency in smart contract languages (Move or Solidity preferred) and blockchain technologies.
• Mindset: Detail-oriented, committed to security, and eager to learn.

NICE TO HAVE

• Familiarity with auditing tools, formal verification methods, cryptography, and secure coding practices.
• Experience with Sui Move.
  
  RESPONSIBILITIES
• Audit smart contracts, focusing on Sui and Move, to identify vulnerabilities.
• Validate code for functionality, security, and adherence to specifications.
• Write clear, actionable audit reports.
• Collaborate with clients to resolve issues.
• Use math expertise to solve problems systematically.
• Contribute to improving our AI-powered auditing tools.