Al Evaluation & Test Engineer

Al Evaluation & Test Engineer

Team Lead / Manager

  • 5-15 Years
  • Diploma / Bachelor / Masters
  • Engineering
  • Mumbai, Maharashtra (Onsite)

Key Responsibilities & Required Skills

Proficiency in Python with TensorFlow/Keras: model building, fit(), callbacks, and checkpointing
Understanding of CNN architectures, especially ResNet (residual connections, skip layers, BatchNorm) but not just limited to these.
Transfer learning: using pretrained ImageNet weights and fine-tuning for custom datasets.
GPU-aware training: mixed precision (tf.float16), tf.data pipelines, multi-GPU strategy on DGX Spark.
Data handling: image preprocessing, augmentation (tf.image), tfrecords, tensorflow profiling.
Solid C (not just general C - but embedded C specifically): bitwise operations, uint8_t / uint32_t, structs, control register manipulation.
Digital logic fundamentals - they need to think in hardware terms: clock cycles, control signals, overflow flags and two's complement.
Simulation mindset: writing software that models hardware behaviour before it runs on silicon.
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