ThirdAI Platform Development
Led infrastructure design and core development of the Enterprise Search Platform. Orchestrated with Nomad, Consul, and Ansible for high availability.
Hello, I'm Pratik Pranav
Staff ML Engineer at ServiceNow.
Prev. ThirdAI (Acquired by ServiceNow)
My Work
Distributed Training Framework
Implemented the Distributed Training Framework for ThirdAI's ML library, Bolt. Extended to UDT and NeuralDB for efficient parallel training.
Read Blog Post →Bolt2.5B
Developed ThirdAI’s CPU-based LLM, Bolt2.5B. Focused on architecture design, training, and deployment on commodity hardware.
Read Medium Post →Selected Papers
BOLT: An Automated Deep Learning Framework
Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware.
View Publication →From Research to Production
Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware.
View Publication →