AI/ML Architect

Infosys

10 years

0 Lacs

trivandrum kerala india

Posted:3 days ago| Platform:

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Skills Required

ai ml learning python programming tensorflow vision leadership strategy research development model optimization quantization automation design reasoning planning integration flask fastapi data management preprocessing annotation code deployment scalability containerization docker git

Work Mode

On-site

Job Type

Full Time

Job Description

AI/ML Fundamentals: 10+ years of experience in Artificial Intelligence/machine learning and deep learning.
Agentic AI: Expertise in designing autonomous AI agents and workflows.
Python Programming: Advanced proficiency in Python and ML libraries (TensorFlow, PyTorch).
Computer Vision: Strong experience in vision-based models, CNNs, and image processing.
LLMs & VLMs: Hands-on experience with GPT, LLaMA, and multimodal architectures.
AI/ML Leadership: Define and execute technical strategy for AI/ML projects, including Agentic AI and autonomous workflows. Lead research and development of LLMs (GPT, LLaMA), Vision-Language Models (VLMs), and Computer Vision models.
Model Development & Optimization: Architect and implement CNNs, Transformers, multimodal architectures for vision and NLP tasks. Apply model optimization techniques (quantization, pruning) for performance and efficiency.
Agentic AI & Automation: Design intelligent agents capable of reasoning, planning, and autonomous decision-making. Integrate vector databases (FAISS, Pinecone) for semantic search and retrieval.
Backend Integration: Develop scalable APIs using Python (Flask/FastAPI) for model serving and orchestration.
Data Management: Oversee data preprocessing, annotation workflows, and ensure high-quality datasets for training.
Team Mentorship: Guide engineers, review code, and enforce best practices in ML development and deployment.
Deployment & Scalability: Implement containerization using Docker, manage version control with Git, and ensure CI/CD readiness.

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