Senior Data Scientist

Skills:

Deep Learning, Computer Vision, Image Processing, Machine Learning, TensorFlow, Generative AI,Greetings from COLAN INFOTECH PVT LTD.We have a significant opening for a Senior Data Scientist role with a focus on Computer Vision.Experience: 5years to 10yearsSkills: Deep learning, Computer vision, Image processing, Machine learning, Pytorch, Gen AINo of openings: 5Interested candidates can drop their CV at: jacksonjohny@colanonline.comPlease find the JD below

Role Overview

We are seeking a highly experienced Senior Data Scientist specializing in Computer Vision and Generative AI to lead cutting-edge R&D and model deployment efforts. You will drive innovation in vision-language and diffusion-based systems, from research prototypes to scalable production-grade pipelines.

Key Responsibilities

Design, train, and optimize deep learning models for image generation, image-to-image translation, and text-to-image synthesis.Conduct advanced R&D in Generative-AI, including Diffusion Models, Transformers, VAEs, and GANs.Explore Vision-Language and multi-modal learning (text, image, 3D) with models like CLIP, Flamingo, PixArt-, and Qwen2-VL.Implement distributed training and model parallelism using PyTorch, Deep Speed, and Hugging Face Accelerate.Lead experiments with LoRA, QLoRA, adapters, and parameter-efficient fine-tuning methods.Develop evaluation pipelines for visual realism, garment fidelity, and human perceptual quality metrics.Collaborate with product and engineering teams to deploy models to production using Triton, Torch Serve, or Fast-API.Design automated ML-Ops pipelines for training, evaluation, and deployment (CI/CD, monitoring, retraining).Mentor junior ML-engineers and data scientists, ensuring best practices in model reproducibility, experiment tracking, and code quality.

Required Skills & Experience

Hands-on experience in applied ML/AI, focusing on Computer Vision and Generative Models.Proficiency in image generation, in painting, 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 (Fast-API, Triton, Torch Serve, or REST APIs).Proficient with Python, PyTorch, OpenCV, NumPy, Hugging Face, and WandB/MLflow.Interested candidate can drop their CV to: jacksonjohny@colanonline.com