Ritesh Ramchandani Email & Phone Number

Bengaluru, KA, IN

Bangalore Urban, Karnataka, India

• Single-handedly used the leveraging power of LLMOps to deploy LLM models over intel GPUs with OPEA[Open Platform for Enterprise AI].
• Developed a document parser using llama3:70b to enable document parsing and interaction capabilities within chatbot frameworks using LangChain for LLM and ChromaDB for storing embeddings.
• Optimized memory utilization for Intel CPUs and GPUs using intel_extension_for_pytorch and ipex_llm libraries, enhancing performance efficiency.
• Implemented RLHF (Reinforcement Learning through Human Feedback) to improve chatbot accuracy based on historical Q&A data.

• Spearheaded the re-architecture of the Hubbler platform, optimizing code quality, and enhancing system performance with an emphasis on automation.
• Implemented Docker and Kubernetes for containerization and orchestration, resulting in streamlined application delivery and scalability.
• Managed AWS resources, including EC2 instances, Load Balancers, and Autoscaling, to ensure high availability and performance.
• Collaborated with a cross-functional development team, utilizing Git and GitHub for version control and fostering efficient code management.

India

# Mentored the new interns- Provided guidance and help to the new interns of the Vnurt team to understand the test code base.- Gave honest, frank and constructive feedback on the features build by them.- Consistently motivated team to the work to the best of their quality.# Developed new features which is used by the end users- Created a Chat backend.