AI/ML Developer

2 weeks ago

Thāne, Maharashtra, India Watchyourhealth Full time ₹ 8,00,000 - ₹ 18,00,000 per year

Location: Bangalore 2- 3 years Experience preferred.

Company:

Watch Your Health

About the Role

WYH is building intelligent health solutions that power health assessments and exercise evaluations. We are looking for an AI/ML Developer with 2–3 years of experience who is excited to work on real-world healthcare problems, experiment rapidly, and contribute to the AI models powering our SaMD assessment platform.

In this role, you will:

  • Work directly with the product and engineering leads on core AI features.
  • Apply practical AI/ML techniques to improve detection, tracking, and assessment algorithms.
  • Help build data pipelines, experiment frameworks, and deploy ML models at scale.
  • Contribute to the future of AI-driven physiotherapy and digital health.

Key Responsibilities
1. Model Development & Experimentation

  • Develop and refine ML models for face, tongue, and movement-based exercise recognition.
  • Work with CV/NLP/LLM components as required—classification, detection, tracking, embeddings, or lightweight reasoning systems.
  • Evaluate models using real-world physiotherapy data and improve performance across devices (including low-end Android).

2. Data Engineering & Pipeline Management

  • Clean, preprocess, and structure datasets for training and evaluation.
  • Work with image/video datasets, sensor data, and annotation workflows.
  • Build automated scripts for dataset generation, augmentation, and validation.

3. AI Agent & Workflow Integrations

  • Contribute to modular AI agents powering guidance, feedback, or conversational layers.
  • Basic understanding of RAG, embeddings, tool usage, or agent frameworks.

4. Deployment & Performance Optimization

  • Package and deploy ML models (on-device or cloud).
  • Optimize model performance—latency, size, inference speed.
  • Work with engineering team to integrate models into Flutter/Android/iOS applications.

5. Backend Development

  • Build and maintain backend APIs that power ML inference, assessment workflows, and reporting pipelines.
  • Implement model-serving endpoints using Python (FastAPI preferred).
  • Work with Firebase/GCP services for data storage, real-time syncing, and function triggers.
  • Collaborate with mobile teams to integrate backend and model outputs into the app.
  • Ensure backend reliability, performance, and scalability.

Required Qualifications

  • Bachelor's degree in Computer Science, Engineering, AI/ML, or related field.
  • 2–3 years of hands-on experience in ML/AI development.
  • Solid understanding of ML fundamentals (classification, regression, CV basics, evaluation metrics).
  • Practical experience with
    Python

,
PyTorch or TensorFlow

,
OpenCV

,
NumPy

,
Pandas

.
- Familiarity with training ML models on real datasets.
- Knowledge of deploying models using APIs or lightweight runtime environments.
- Basic understanding of cloud platforms (preferably
GCP

, optionally AWS/Azure).
- Experience with version control (Git) and collaborative development.

Good to Have (Bonus Skills)

  • Experience with
    on-device ML

, TFLite, CoreML, or model quantization.
- Exposure to
LLMs, embeddings, RAG

, or conversational AI agents.
- Knowledge of physiotherapy, healthcare AI, or biometric systems.
- Familiarity with MLOps tools like Docker, FastAPI, model registries, or monitoring tools.
- Experience working in a startup or fast-paced product environment.

Why Join Watch Your Health?

  • Work on meaningful tech impacting healthcare outcomes.
  • Build state-of-the-art AI models for real-world health assessment applications.
  • Ownership, autonomy, and direct impact from day one.
  • Opportunity to grow with a fast-scaling healthtech startup.

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