AI / ML Engineer

Job Title: AI/ML Engineer (Python + AWS + REST APIs)
Department: Web
Location: Indore
Job Type: Full-time
Experience: 3-5 years
Notice Period: 0-15 days (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:
Must-Have
 3–5 years of experience in AI/ML (especially vision-based systems).  Strong experience with PyTorch or TensorFlow for model development.  Proficient in Python with experience building RESTful APIs.  Hands-on experience with Amazon SageMaker, Lambda, API Gateway, and S3.  Knowledge of OpenSSL/PyCryptodome or basic cryptographic concepts.  Understanding of model deployment, serialization, and performance tuning. Nice-to-Have
 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 If interested, please share resume to hr@advantal.ne