Overview
Skills
Job Details
Hi,
Position Title: GenAI Lead
Location: Jersey City, NJ(Onsite)
Duration: Long term
Job description
Technology Stack
- Python
- Pytorch
- Transformers
- Huggingface
- MongoDB
- PyCharm / IDLE / Visual Studio Code
- Github
Scope Summary
- Develop a generative AI application that may include features like search, summarization, chat and content generation:
- Build Gen AI Applications to be accessible as Web Application
- Explore various cloud options for Gen AI
- Cloud services
- AWS / Azure / Google Cloud Platform
- Explore the suitable model for Verisk requirements
- Selection of Libraries
- Selection of Models
- Selection of Architecture
Gen AI based Applications (for Insurance)
Development
Using various libraries, models, or services
Prepare the design for Data pipeline
Data sources
Data collection
Data processing
Data validation
Model deployment
Interaction with Devops
Finalize the deployment process
Fine-tuning the model
Train the model with required updates
3.1. Deliverable Artifacts
o Ideation, refine and finalize requirements
o Initial AI Research / Findings
o Initial chosen AI models and vectorization solution
o Recommending the suitable models
o Lead and participate in conceptual discussions
o Exploring the right libraries, models and services
o Develop POC Application
o Develop and deploy production ready application meeting the Verisk business and security and compliance standards
o Prompt Engineering
o Embedding algorithm and
o Performance tuning
o integration with the Authorization
o Model Tuning
o Updates / Improvements in AI design as per business feedback
o Proactively suggest the latest available models or libraries
Thank you
Vamsi Krishna
vamsi at atmecs dot com
CA 95054