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 10years

Skills: Deep learning, Computer vision, Image processing, Machine learning, Pytorch, Gen AI

No of openings: 5

Interested candidates can drop their CV at: jacksonjohny@colanonline.com

Please find the JD below

Job Description:

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-α, 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 Skill’s & 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