Machine Learning

1 month ago

india iScale Solutions Full time
Job Description

Company Overview:

iScale Solutions specializes in providing top-tier software engineering talent to clients worldwide. We are currently seeking a highly skilled Senior Python Engineer with expertise in Computer Vision and AI/ML for a dynamic startup based in the US, dedicated to revolutionizing patient care through the power of AI and Computer Vision technology. Their mission is to develop innovative solutions for patient fall prevention that prioritize safety, efficiency, and user experience.

The ideal candidate will play a key role in implementing advanced Computer Vision and multi-modal models for patient fall prevention, as well as developing and optimizing application logic for processing, serving, and inferencing.


Responsibilities:

  • Design and implement Computer Vision application logic for patient fall prevention, focusing on speed, accuracy, and user experience.
  • Develop and deploy multi-modal models using TensorFlow, PyTorch, and other relevant frameworks.
  • Conduct ongoing testing and analysis of existing solutions, continuously optimizing for performance and efficiency.
  • Collaborate with cross-functional teams to integrate Computer Vision technology into patient-centered solutions.
  • Utilize model orchestration tools such as LlamaIndex and LangChain for efficient management and deployment of AI models.
  • Train and fine-tune Open Source models using LoRA, QLoRa, PEFT, and other techniques.
  • Work with ViTs (Vision Transformers) and other state-of-the-art models for Computer Vision tasks.
  • Integrate and leverage AI language models such as LLMS (Language Learning Model Series) - ChatGPT, Mistral, Llama, Llava for enhanced functionality
  • Stay updated with the latest advancements in Computer Vision, AI/ML, and related technologies.

Requirements

Qualifications:

  • Master's or Ph.D. in Computer Science preferred
  • Interest for AI /ML/Data Science
  • Minimum 1 year of programming experience working with Python or similar languages.
  • Proficiency in using OpenCV for Computer Vision tasks is a must.
  • Experience training and deploying Open Source models using LoRA, QLoRa, and PEFT
  • Familiarity with Vision Transformers (ViTs) and multimodal models
  • Familiarity with development tools such as Visual Studio, Google Colab, Jupyter Notebook, and GitHub
  • Being able to communicate in English (verbal / written) is a must.

Nice to have:

  • Experience with TensorFlow, PyTorch, and Hugging Face libraries is a plus
  • Knowledge of model orchestration tools like LlamaIndex and LangChain is a plus
  • Experience with AI language models (LLMS - ChatGPT, Mistral, Llama, Llava) is a plus
  • Familiarity with object detection frameworks like YOLO is a plus.




Benefits

Benefits:

  • Competitive salary and health benefits package.
  • Hybrid work arrangements.
  • Opportunity to work with cutting-edge AI and Computer Vision technology.
  • Collaborative and innovative work environment.

Requirements
At least 8 years of hands-on experience working on Java projects with leading experience will be a huge plus. Proficient in Java, preferably version 1.8, and SQL with a solid background. Mandatory experience with Spring Framework, Spring Boot, and React JS. Demonstrated DevOps mindset and practical experience. Exceptional analytical, deductive, and problem-solving abilities with meticulous attention to detail. Strong track record in writing comprehensive unit tests. Exposure to additional technologies such as containerization and designing reliable systems is advantageous. Being able to communicate in English is a must.

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