Job title: Lead Gen AI
Work Location with Zip code: Jersey City, NJ, 07310 (Day 1 onsite)
Duration of the project: 3+ Months
Lead Gen AI:
- Advanced proficiency in Python programming.
- Design and develop prompt engineering techniques to optimize GenAI performance.
- Evaluate and select appropriate models, frameworks, and techniques for GenAI use case.
- Hands-on experience with frameworks such as Lang chain or llama Index.
- Develop GenAI Apps with Gemini and Stream lit
- Knowledge of Stream lit and Fast API.
- Familiarity in foundation models in AWS or Azure
Certifications:
- AWS Certified AI Practitioner (AIF-C01)
- AWS Certified Machine Learning Engineer – Associate/Specialty (Optional)
- Mastering Prompt Engineering for GenAI Udemy (optional),
- (Nice to have), FAST API Certification
Interview expectations:
- Fast API, Lang Chain,
- Write Unit Tests
- Test Coverage
- Prompt Fine tuning – strategies and challenges, Fine-tuning the query
- Chat Bot experience
- LLM models
- Search Use case – Keyword and Semantic – workarounds and why Keyword and Semantic search
- Solution Recommendations
- Evaluation frameworks,
- Enabling logs,
- Quality of generation – Strategies and challenges, fine tuning
- Coding – Functions and Classes Which one do you prefer and why? Workarounds. Challenges faced
- Coding best practices
- How do you upskill on the latest trends?
- What are the latest trends in GEN AI and AI.
From:
raghu,
Smart Folks
raghu@smartfolksinc.com
Reply to: raghu@smartfolksinc.com