Centraprise | AI/ML Engineer with Python Exp

1 week ago


austin, United States Centraprise Full time

If you're interested, please E-Mail me at chandra.ss@centraprise.com



Position: AI/ML Engineer with Python Exp

Location: Austin, TX / Plano, TX (Onsite, Hybrid Mode)

Job Type: Fulltime


Job Description:

Responsibilities:

Model Training and Development

O Design, train, and fine-tune machine learning models using frameworks like PyTorch, TensorFlow, and Hugging Face Transformers.

O Utilize GPU resources to optimize model training processes, ensuring high efficiency and low latency.

O Develop OCR models using Tesseract and other tools to extract and process textual information from various types of documents and images.

Data Processing and Preparation

O Conduct thorough data processing and cleaning to ensure high-quality input for training.

O Develop and maintain pipelines for data preprocessing, augmentation, and transformation tailored to specific ML model requirements.

O Collaborate with data engineering teams to ensure seamless integration of data for ML workflows.

API Development and Deployment

O Develop and deploy RESTful APIs with Flask to expose trained ML models and features to downstream applications.

O Build scalable, robust API endpoints to enable real-time and batch model inference.

O Collaborate with DevOps teams to ensure APIs are effectively monitored, scaled, and maintained.

Performance Optimization

O Optimize model training and inference speeds, leveraging GPU acceleration and efficient data processing methods.

O Monitor model performance post-deployment and retrain/update as needed to ensure accuracy and relevance.

Collaboration and Documentation

O Work closely with cross-functional teams, including data scientists, engineers, and product managers, to align ML initiatives with business objectives.

O Document processes, models, and workflows, ensuring reproducibility and knowledge sharing within the team.


Qualifications:

Education: Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, or a related field.


Experience:

O 3+ years of hands-on experience in machine learning model development and training.

O Proven experience training large models on GPUs, optimizing for both speed and accuracy.


Technical Skills:

O Proficiency in machine learning frameworks like PyTorch, TensorFlow, and Hugging Face Transformers.

O Experience with OCR tools, particularly Tesseract, for text extraction from images.

O Strong experience with Flask for building and deploying RESTful APIs.

O Proficient in Python for data processing, model training, and API development.

O Experience with data manipulation and preprocessing libraries (Pandas, NumPy, etc.).

O Familiarity with Docker for containerizing applications and knowledge of cloud-based solutions (AWS, GCP, or Azure) is a plus.


Other Skills:

O Excellent problem-solving abilities and attention to detail.

O Strong written and verbal communication skills, with an ability to explain complex ML concepts to non-technical stakeholders.


Thanks & Regards,

Chandra Shekar | Centraprise Corp



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