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Data Scientist / Deep Learning Engineer

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by Freshersworld
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Job Specifications
Employment Type Full time jobs
Job Description
Role: Data Scientist / Deep Learning Engineer
Location: Senapati Bapat Road, Pune

General Summary of the Role:
Develop and optimize computer vision models for object detection (YOLO, Faster R-CNN, SSD) and image classification(ResNet, MobileNet, EfficientNet, ViTs).
Work with OCR technologies (Tesseract, EasyOCR, CRNN, TrOCR) for text extraction from images.
Work with PyTorch, TensorFlow, OpenCV for deep learning and image processing.
Implement sequence-based models (RNNs, LSTMs, GRUs) for vision tasks.
Optimize software for real-time performance on multiple platforms.
Implement and deploy AI models via Flask/FastAPI and integrate with SQL/NoSQL databases.
Use Git/GitHub for version control and team collaboration.
Apply ML algorithms (regression, decision trees, clustering) as needed.
Review code, mentor team members, and enhance model efficiency.
Stay updated with advancements in deep learning and multimodal AI.

Required Skills & Qualifications:
Python proficiency for AI development.
Experience with PyTorch, TensorFlow, and OpenCV.
Knowledge of object detection (YOLO, Faster R-CNN, SSD) and image classification (ResNet, MobileNet, EfficientNet, ViTs).
Experience with OCR technologies (Tesseract, EasyOCR, CRNN, TrOCR).
Experience with RNNs, LSTMs, GRUs for sequence-based tasks.
Experience with Generative Adversarial Networks (GANs) and Diffusion Models for image generation.
Familiarity with REST APIs (Flask/FastAPI) and SQL/NoSQL databases.
Strong problem-solving and real-time AI optimization skills.
Experience with Git/GitHub for version control.
Knowledge of Docker, Kubernetes, and model deployment at scale on serverless and on-prem platforms.
Understanding of vector databases (FAISS, Milvus).
Preferred Qualifications:
Experience with cloud platforms (AWS, GCP, Azure).
Experience with Vision Transformers (ViTs) and Generative AI (GANs, Stable Diffusion, LMMs).
Familiarity with Frontend Technologies.


Job Profile : Data Scientist Deep Learning Engineer
Industry : it-software
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Freshersworld (Registered since June-2017)
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