Architect - AI, Deep Learning

Key Skills

Algorithms, API, AWS, Azure, Computer Vision (CV), Deep Learning, Framework, Machine learning techniques, OpenCV, Python Programming

Job Description

Responsibilities

• Implement techniques to acquire, discover and explore unstructured data (Text, Images, Audio, Video) for analytics. Experience with unstructured data analytics is a key requirement.
• POC / POV and prototyping data and analytics solutions and derive viability.
• Ensure data quality, integrity, security, and completeness throughout the data lifecycle.
• Define data validation strategies, pre-processing and feature engineering strategies.
• Test/train and fine tune models and deployment of models in production
• Work with business stakeholders to understand requirements and business use cases and translating data into metrics, KPI, and solutions.
• Develop deep understanding of the data sources, implement data standards, maintain data quality, and master data management.
• Design and develop data services and API using vision, Deep Learning frameworks.
• Build and meet project timelines and manage delivery commitments with proper communication to stakeholders.
• Collaborate and communicate with key business lines, technology partners, vendors, and architects.

Qualifications

• Degree in Computer Science or Engineering or Equivalent with 8+ years of relevant experience in Computer Science/ Statistical Modelling & Analysis/Operations Research.
• At least 4+ years of development experience in Python and Deep Learning.
• 2+ Years of experience in AI, ML, Deep Learning Technologies.
• Solid understanding of python libraries for machine learning.
• Good understanding of Computer Vision/Image Processing and Deep Learning tools & techniques. Skill with Microsoft Custom Vision or Roboflow platform is a plus.
• Previous experience in at least 2-3 Image processing use cases on object detection, tracking, classification, recognition, scene understanding using Keras/Tensorflow/PyTorch frameworks.
• Strong programming background and should be able to design and deliver solutions quickly.
• Proficient with programming languages Python, OpenCV.
• Past working experience on a fast paced and agile environment.
• Hands-on experience with MS Azure cloud.