• Strong grasp of relational database concepts and ER modeling.
• Proficient in writing efficient, scalable SQL queries aligned with business needs.

2. Python Programming

• Proficient in core Python: data types, control flow, functions, file handling, and exceptions.
• Skilled in code debugging, analysis, and performance tuning.
• Preferred: Object-Oriented Programming (OOP) and design patterns.
• Preferred: Experience with Python API frameworks (Flask, FastAPI).

3. Artificial Intelligence & Machine Learning

• Solid understanding of AI concepts, including prompt engineering and RAG.
• Strong knowledge of ML pipelines: data preprocessing, model training, evaluation, and deployment.
• Preferred: Experience in image analysis, document intelligence, video analytics, and web scraping.
• Preferred: Familiarity with advanced AI techniques—model fine-tuning, distillation, and pretraining.

4. Cloud & Deployment (Preferred)

• Basic knowledge of deploying AI/ML applications on AWS or Azure.