AI Developer
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Job Description
AI Developer specializing in computer vision and AI model deployment. Building intelligent detection systems using modern architectures like CNNs, RNNs, and Transformers.
Responsibilities:
- Design and implement AI models for image and video analysis using CNNs, RNNs, and Transformer-based architectures (e.g., ViT, GPT for vision).
- Develop custom computer vision pipelines for detection, classification, and sequence analysis.
- Train and validate models using TensorFlow, PyTorch, and large-scale datasets.
- Preprocess and augment data to optimize model performance and generalizability.
- Build and expose inference models via APIs using Flask, FastAPI, or equivalent frameworks.
- Collaborate with cross-functional teams including data engineers, product managers, and software developers.
- Stay up to date on the latest advancements in AI/ML research, tools, and frameworks.
Requirements:
- Bachelor's or Master’s degree in Computer Science, Artificial Intelligence, or related field.
- 3+ years of experience in AI/ML development, with a focus on computer vision.
- Proficiency in Python and experience with TensorFlow and/or PyTorch.
- Solid understanding of deep learning architectures: CNNs for image recognition and object detection RNNs/LSTMs for temporal sequence modeling Transformer models (ViT, GPT) for advanced vision tasks
- Experience deploying models using Flask, FastAPI, or similar REST API frameworks.
- Familiarity with model optimization techniques and hardware acceleration (e.g., GPU, ONNX, TensorRT).
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