Responsibilities
1. Development
- Design, develop, and deploy end-to-end AI applications, including scalable and production-ready systems.
- Build and integrate RESTful APIs and microservices to expose AI functionalities.
- Implement data ingestion, extraction (including OCR), and preprocessing pipelines for structured and unstructured data (text, images, documents).
- Develop and maintain vector databases, embedding pipelines, and chunking strategies for productive semantic retrieval.

2. Models & Fine-Tuning
- Build and optimize LLM-based solutions using Prompt Engineering, RAG architectures, and fine-tuning techniques.
- Develop and apply machine learning models (regression, classification, clustering) for predictive analytics.
- Work on computer vision and image processing models using tools such as OpenCV, OCR frameworks, and deep learning-based image models.
- Continuously improve model performance through evaluation, hyperparameter tuning, and feedback loops.

3. Research & Innovation
- Stay current with advancements in AI/ML, NLP, Computer Vision,



and Generative AI ecosystems.
- Explore and experiment with new techniques in prompt engineering, RAG optimization, and LLM architectures.
- Propose innovative solutions to enhance automation, accuracy, and scalability of AI systems.

4. Use Case Development
- Collaborate with stakeholders to understand business requirements and translate them into AI solutions.
- Design and develop chatbots, virtual assistants, and domain-specific AI applications.
- Create tailored AI workflows for content generation, document processing, and intelligent automation.

5. Quality Assurance
- Implement testing and validation frameworks to ensure AI model reliability and accuracy.
- Analyse outputs for relevance, coherence, and performance, and refine models/prompts accordingly.
- Establish monitoring mechanisms for production AI systems to ensure consistent performance.
- Document processes, workflows, and best practices for maintaina

📌 Engineer – Digital Integration (Chennai)
🏢 Wood Group
📍 Chennai