Full Stack Developer

Crenovent Technologies Pvt Ltd

Job description

JOB TITLE :Full Stack Developer

Job Description

Design, develop, and maintain backend services using Flask and Django for integrating and deploying RAG-based LLM models.

Develop RESTful APIs and data pipelines to interact with AI models and integrate them into client-facing applications.

Build and maintain database models, manage large data sources, and optimize API endpoints for performance.

Model Integration and Deployment

Model Optimization and Fine-Tuning

Data Management & Analysis

Collaboration & Continuous Improvement

Model Monitoring and Maintenance

Required Skills and Qualifications

3+ years of experience in Python development with expertise in Flask and Django.

Strong understanding of AI/ML concepts and experience working with Retriever-Augmented Generation (RAG) models and LLMs (., GPT, BERT, T5).

Experience with model deployment and integration of AI models into backend applications.

Proficiency in Python, including working with libraries such as TensorFlow, PyTorch, Hugging Face Transformers, and spaCy.

Experience with developing RESTful APIs using Flask or Django REST Framework (DRF).

SQL/NoSQL Database experience for managing and retrieving large datasets.

Version control using Git for collaboration.

Familiarity with deploying applications to cloud platforms (AWS, GCP, Azure).

Strong problem-solving skills and ability to troubleshoot complex production issues.

Preferred Skills

Knowledge of CI/CD pipelines for deploying Python applications.

Familiarity with Docker and Kubernetes for containerization and orchestration of model deployments.

Experience with Natural Language Processing (NLP) and data preprocessing techniques.

Knowledge of distributed computing for scaling AI models.

Familiarity with tools like FastAPI for faster API development and deployment.

Knowledge of AI performance monitoring and optimization techniques for large models in production.

Exposure to marketing analytics, sentiment a

• Experience

  2 - 5 Years

• No. of Openings

  2

• Education

  B.C.A, B.Sc, B.Tech, M.C.A, M.Ed, M.Tech

• Role

  Full Stack Developer

• Industry Type

  IT-Hardware & Networking / IT-Software / Software Services

• Gender

  [ Male / Female ]

• Job Country

  India

• Type of Job

  Full Time

• Work Location Type

  Work from Office