Deep Learning Engineer

2 days ago

Chennai, Tamil Nadu, India iStudio Technologies - Digital Tranformation company Full time ₹ 8,00,000 - ₹ 24,00,000 per year

Job Description:

We are looking for an experienced TensorFlow Developer with at least
3 years
of hands-on expertise in building, training, and deploying deep learning models. The project involves developing a high-accuracy image classification pipeline using an already prepared dataset of labeled images. The final deliverable is a fully optimized TensorFlow Lite (.tflite) model ready for deployment on mobile or embedded systems.

Project Details:

  • You will preprocess the dataset, apply augmentations if needed, and prepare it for training.
  • Choose or fine-tune an appropriate architecture that balances accuracy with model size (e.g., EfficientNet-Lite, MobileNet, or another suitable lightweight model).
  • Train and validate the model until reliable and agreed accuracy benchmarks are met.
  • Provide clear metrics (accuracy, loss curves, validation performance, etc.) at each stage of training for transparency.
  • Convert the final model into TensorFlow Lite format with optimizations (preferably quantization) enabled.
  • Test the TFLite model to ensure the output signatures are functional.
  • Deliver the following assets:
  • The .tflite model file
  • Label map
  • Training and inference scripts (so the model can be reproduced or updated in the future)

Requirements:

  • Minimum 3 years of professional experience with
    TensorFlow and deep learning
    .
  • Strong expertise in Python programming.
  • Solid understanding of neural networks, image classification, and model optimization for mobile/embedded devices.
  • Proficiency in preprocessing pipelines, image processing, and computer vision tasks.
  • Hands-on experience with TensorFlow Lite conversion and optimization techniques (quantization, pruning, etc.).
  • Ability to communicate progress clearly with metrics and timelines.

Skills Required:

  • Python
  • Machine Learning (ML)
  • Deep Learning
  • Neural Networks
  • Computer Vision
  • Image Processing
  • AI Model Development

What We Expect:

  • Fast turnaround – this is a time-sensitive project.
  • Clear outline of your availability, expected training schedule, and any questions regarding the dataset before starting.
  • A reliable, high-quality model that performs well in production environments.

How to Apply:

Please share:

  • Your resume/CV -
  • Relevant project experience (portfolio, GitHub, or examples of deployed models)

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