AI / ML Platform Lead

Role Overview :

• We are seeking an experienced AI / ML Architect to lead the design and implementation of intelligent solutions for client use cases. The role involves building PoCs and scalable platforms leveraging Computer Vision, OCR, Deep Learning, and Vision-Language Models (VLMs) to automate classification, dumpster overflow detection, and contract data extraction.
• Key Responsibilities :
• Architect and design AI / ML solutions for detection, contamination identification, and overflow classification using cloud-managed services, CNN models, and VLMs.
• Develop OCR and data extraction pipelines for contracts, invoices, and scanned documents using AWS Textract, Mistral OCR, or equivalent frameworks.
• Define PoC strategies with three solution approaches :
• Managed Services (AWS / Azure / Google Vision, Textract)
• Custom Deep Learning & VLM Models (CNN, YOLO, Mask R-CNN, LLaVA, GPT-4V, etc.)
• Cordial AI or Domain-Specific AI models
• Build scalable pipelines using AWS (S3, Lambda, SageMaker, Step Functions) or equivalent Azure / GCP services.
• Drive evaluation metrics (precision, recall, F1 score, OCR accuracy) and define success criteria for PoCs.
• Work closely with client operations teams to align AI solutions with business outcomes (reduced manual sorting, faster contract processing, cost optimization)

Required Skills & Experience :