Python Backend Developer
- Advantal Technologies
- 3 - 5 years
- Indore
- 9 days ago
- Email to a friend
- Report this job
Job Description
Python Backend Developer
by Advantal Technologies | May 23, 2025 | Jobs | 0 comments
Position: AI/ML Engineer (Python + AWS + REST APIs)
Experience - 3 to 5 Years
Experience - 3 to 5 Years
Location: Indore
Work from office
Work from office
Job Summary
We are 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.
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 computer.
- 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
- Note:- For I-VDES Project.
- Excellent communication and interpersonal skills
- Ability to work with tight deadlines
Kindly share your resume on **@ad*****l.net
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Data Platform EngineerEmployement Type: Full timeContact Details:
Company: Advantal TechnologiesLocation(s): Indore+ View Contact
Keyskills: Performance tuning Backend Interpersonal skills GIT Postgresql HIPAA model development Key management AWS Python
Fraud Alert to job seekers!
₹ Not Disclosed
Similar positions
Job Listings
We are in open beta version of website, please let us know if any issues, at: info(at)indigojobs.in