AI Developer - Backend & Multi-Agent Systems

unfold ai Nigeria
Remote
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AI Summary

Design, implement, and scale modular AI agents to process wearable device data and deliver personalized health insights. Develop backend systems for API integration, data normalization, and machine learning model deployment. Collaborate with cross-functional teams to build scalable architecture and actionable recommendations.

Key Highlights
Build backend systems integrating wearable device APIs (Fitbit, Google Fit, Apple HealthKit)
Develop scalable multi-agent AI architecture for holistic health insights
Train and deploy ML models using TensorFlow, PyTorch, or Scikit-Learn
Normalize health metrics including heart rate, HRV, sleep, and activity data
Key Responsibilities
Develop backend systems to integrate with APIs from wearable devices
Normalize and preprocess data streams (heart rate, HRV, sleep metrics, activity data)
Train, evaluate, and deploy machine learning models
Design and implement scalable system architecture for multi-agent AI workflows
Combine outputs from multiple agents to deliver holistic recommendations
Develop algorithms to correlate health metrics with behavioral trends
Work closely with product managers, data scientists, and frontend developers
Technical Skills Required
Python TensorFlow PyTorch Scikit-Learn API integration Data normalization NLP techniques Hugging Face Transformers TextBlob Modular system design Scalability best practices MongoDB PostgreSQL AWS Google Cloud
Benefits & Perks
Competitive salary based on experience
Fully remote work with flexible hours
Opportunity to work on meaningful health-tech product
Access to cutting-edge technologies
Nice to Have
Knowledge of wearable devices and their ecosystems
Familiarity with healthcare data standards (HL7, FHIR)
Experience with frontend frameworks (React.js, Vue.js, Flutter)

Job Description


About Us

We are an innovative startup revolutionizing personalized health insights through wearable data and advanced AI models. Our mission is to empower users with actionable recommendations to improve their fitness, mental health, and overall well-being.

We’re building a scalable, AI-powered platform that integrates wearable device data, modular AI agents, and user-friendly outputs to deliver holistic health insights. Join our growing team to make a real impact in people’s lives through cutting-edge technology.


About the Role

As an AI Developer, you’ll play a key role in building the backbone of our platform. You’ll design, implement, and scale modular AI agents to process data from wearable devices, analyze trends, and provide actionable recommendations to users. You will also contribute to creating a robust architecture that ensures system scalability and seamless integration of new features.

This is a full-time, remote role with opportunities to shape a product that directly improves health and wellness for individuals worldwide.


What You’ll Do

  • Develop backend systems to integrate with APIs from wearable devices (e.g., Fitbit, Google Fit, etc)
  • Normalize and preprocess data streams (e.g., heart rate, HRV, sleep metrics, activity data).
  • Train, evaluate, and deploy machine learning models (e.g., TensorFlow, PyTorch, Scikit-Learn).
  • Design and implement a scalable system architecture to support multi-agent AI workflows.
  • Combine outputs from multiple agents to deliver holistic, actionable recommendations.
  • Develop efficient algorithms to correlate health metrics with behavioral trends.
  • Work closely with product managers, data scientists, and frontend developers to align on features and deliver a seamless user experience.

What We’re Looking For

Must-Have Skills:

  • Strong programming skills in Python (or equivalent backend language).
  • Hands-on experience with AI/ML frameworks such as TensorFlow, PyTorch, or Scikit-Learn.
  • Expertise in integrating APIs (e.g., Fitbit, Google Fit, Apple HealthKit) and handling data normalization.
  • Experience with NLP techniques for sentiment analysis (e.g., Hugging Face Transformers, TextBlob).
  • Strong understanding of modular system design and scalability best practices.
  • Familiarity with databases (e.g., MongoDB, PostgreSQL) and cloud platforms (e.g., AWS, Google Cloud).
  • Experience building multi-agent systems or distributed architectures.


Nice-to-Have Skills:

  • Knowledge of wearable devices and their ecosystems.
  • Familiarity with healthcare data standards (e.g., HL7, FHIR).
  • Experience with frontend frameworks (e.g., React.js, Vue.js, Flutter).


Soft Skills:

  • Problem-solving mindset with the ability to anticipate and address challenges.
  • Strong communication skills to collaborate with cross-functional teams.
  • Passion for creating impactful products that improve lives.


What We Offer

  • Competitive salary based on experience.
  • Fully remote work with flexible hours.
  • Opportunity to work on a meaningful product in the health-tech industry.
  • Access to cutting-edge technologies and a collaborative team environment.
  • Growth opportunities in a fast-scaling startup.



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