Shreyas Banagar

4+ years of work experience

Jul 20251 yr 2 mosPresent

Navi Mumbai

– ConvX Conversational AI Platform ∗ Built enterprise conversational AI platform over structured and unstructured data for BFSI use cases. ∗ Led development of agent-based orchestration system for dynamic tool usage and multi-step reasoning. ∗ Implemented real-time streaming using WebSockets for AI responses and tool execution. ∗ Designed context management system improving multi-turn accuracy and reducing hallucinations. – Playmity AI Employee Intelligence Platform ∗ Developed AI-driven employee analytics system delivering personalized KPI-based insights. ∗ Designed complete LLM training pipelines using Supervised Fine Tuning, RLHF, and Direct Preference Optimization. ∗ Built extract-train-feedback loops for continuous model alignment and performance improvement. ∗ Used HuggingFace Transformers and Unsloth for fine-tuning and vLLM for high-throughput inference. ∗ Integrated Redis for low-latency retrieval and caching of employee performance metrics. ∗ Deployed fully self-hosted private LLM stack on local cloud infrastructure ensuring enterprise data privacy.

Sep 20212 yrs 6 mosFeb 2024

Mumbai

– Automated deployments using Python and Linux shell scripting across AWS and VMware environments. – Developed REST APIs and managed CI CD pipelines using Jenkins and GoCD. – Containerized applications using Docker and deployed scalable services on Kubernetes. – Implemented Infrastructure as Code using Terraform and GitOps via ArgoCD.