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Docdort

Deep Learning Engineer

Docdort
India · Full-time · Mid-Senior

We are seeking a skilled and innovative Deep Learning Engineer to join our AI/ML team. As a Deep Learning Engineer, you will develop, train, and deploy computer vision models that solve complex visual problems. You will work on cutting-edge technology involving image processing, object detection, and video analysis, collaborating with cross-functional teams to create impactful real-world applications.

Role: Data Scientist / Deep Learning Engineer

Location: 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 onprem 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.

Skills: computer vision,faster r-cnn,diffusion models,resnet,efficientnet,deep learning,python,ssd,github,crnn,git,fastapi,mobilenet,docker,kubernetes,rnns,azure,flask,gcp,models,platforms,opencv,tesseract,vits,databases,aws,classification,lstms,tensorflow,nosql,sql,yolo,learning,grus,pytorch,easyocr,generative adversarial networks (gans),milvus,trocr,faiss,diffusion

Key Skills

Ranked by relevance

deep learning ai computer vision tensorflow pytorch kubernetes serverless python docker cloud aws gcp
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Posted
May 29, 2025
Type
Full-time
Level
Mid-Senior
Location
Pune
Company
Docdort

Industries

Hospitals Health Care

Categories

Engineering Information Technology

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