AI Application Developer

GEN AI Developer_Full-time_Bangalore / Pune / Navi Mumbai / Noida / Hyderabad / Chennai

Job Title : GEN AI Developer

Experience Required : 4-6 Years

Location : Bangalore / Pune / Navi Mumbai / Noida / Hyderabad / Chennai

Employment Type : Full-time

Primary Skills : Gen Ai, Azure Open Ai, Python and which are mentions in cheat sheet

Job Description :

Developer-GenAI Application shall be focused on coding, developing, and implementing GenAI applications using fine-tuned LLMs (Large Language Models) and SLMs (Small Language Models). This role emphasizes hands-on expertise in open-source frameworks, libraries, and cloud tools, with the ability to quickly prototype and demonstrate GenAI applications. The developer shall work under the guidance of senior team members to deliver high-quality, scalable, and innovative solutions.

Key Responsibilities :

• Coding and Development : Write clean, using Lang chain / Lang graph and Auto Gen frameworks efficiently, and maintainable code for GenAI applications using Python and open-source frameworks.
• Fine-Tuning Models : Fine-tune LLMs and SLMs using techniques like PEFT, LoRA, and QLoRA for specific use cases.
• Open-Source Frameworks : Work with frameworks like Hugging Face, LangChain, and others to build GenAI solutions.
• Azure AI Expertise : Design and deploy scalable AI solutions leveraging a comprehensive suite of Azure AI services.
• Integration and Deployment : Integrate generative AI models into existing enterprise systems and applications. Implement robust MLOps practices, CI / CD pipelines (e.G., Azure DevOps, GitHub, Jenkins), and containerization (Docker, Kubernetes) for seamless deployment. Knowledge of AWS would be an added advantage.
• Data Preprocessing : Build and maintain data preprocessing pipelines for training and fine-tuning models.
• API Integration : Integrate REST, SOAP, and other APIs for data ingestion, processing, and output delivery.
• Model Evaluation : Evaluate model performance using metrics and benchmarks and iterate to improve results.
• Prototyping : Quickly prototype and demonstrate GenAI applications to showcase capabilities and gather feedback.
• Front-End Development : Collaborate with front-end developers to integrate GenAI capabilities into user-friendly interfaces using tools like Streamlit or React.
• Version Control : Use Git and other version control systems to manage code and collaborate with team members.
• Technical Documentation : Create clear and concise documentation for code, models, and processes.
• Collaboration : Work closely with data scientists, engineers, and product managers to deliver high-impact solutions.
• Learning and Growth : Continuously learn and stay updated with the latest advancements in GenAI, open-source tools, and cloud technologies.
• Debugging and Optimization : Identify and fix bugs, optimize code, and improve application performance.

Required Skills :

Good to have :