Primary Skills

Required Skills & Experience

● 5+ years of experience in applied ML/AI, focusing on Computer Vision and Generative Models.

● Proficiency in image generation, inpainting, style transfer, human parsing, and pose estimation.

● Hands-on experience with Stable Diffusion, ControlNet, LoRA fine-tuning, and Hugging Face

Diffusers.

● Strong knowledge of architectures such as U-Net, ViT, Transformer-based encoders/decoders, VAE, and GAN variants.

● Expertise in distributed training, data parallelism, and GPU/TPU acceleration.

● Experience with synthetic data generation, texture alignment, and dataset curation pipelines.

● Proven track record of deploying production-grade ML systems (FastAPI, Triton, TorchServe, or

REST APIs).

● Proficient with Python, PyTorch, OpenCV, NumPy, Hugging Face, and WandB/MLflow

Interested candidates send your updated resume to kumudha.r@colanonline.com