AI/ML Engineer - AWS/Python

Job Title : AI/ML Engineer (Python + AWS + REST APIs)

Department : Web

Location : Indore

Job Type : Full-time

Experience : 3-5 years

Notice Period : (immediate joiners preferred)

Work Arrangement : On-site (Work from Office)

Overview

Advantal Technologies is seeking a passionate AI/ML Engineer to join our team in building the core AI-driven functionality an intelligent visual data encryption system. The role involves designing, training, and deploying AI models (e.g., CLIP, DCGANs, Decision Trees), integrating them into a secure backend, and operationalizing the solution via AWS cloud services and Python-based APIs.

Key Responsibilities

AI/ML Development :

• Design and train deep learning models for image classification and sensitivity tagging using CLIP, DCGANs, and Decision Trees.
• Build synthetic datasets using DCGANs for balancing.
• Fine-tune pre-trained models for customized encryption logic.
• Implement explainable classification logic for model outputs.
• Validate model performance using custom metrics and datasets.
  
  

API Development

• Design and develop Python RESTful APIs using FastAPI or Flask for :
• Image upload and classification
• Model inference endpoints
• Encryption trigger calls
• Integrate APIs with AWS Lambda and Amazon API Gateway.
  
  

AWS Integration

• Deploy and manage AI models on Amazon SageMaker for training and real-time inference.
• Use AWS Lambda for serverless backend compute.
• Store encrypted image data on Amazon S3 and metadata on Amazon RDS (PostgreSQL).
• Use AWS Cognito for secure user authentication and KMS for key management.
• Monitor job status via CloudWatch and enable secure, scalable API access.
  
  

Required Skills & Experience

• Experience with CLIP model fine-tuning.
• Familiarity with Docker, GitHub Actions, or CI/CD pipelines.
• Experience in data classification under compliance regimes (e.g., GDPR, HIPAA).
• Familiarity with multi-tenant SaaS design patterns.
  
  

Tools & Technologies

• Python, PyTorch, TensorFlow
• FastAPI, Flask
• AWS : SageMaker, Lambda, S3, RDS, Cognito, API Gateway, KMS
• Git, Docker, Postgres, OpenCV, OpenSSL
  
  

(ref:hirist.tech)