Projects
Social Profiles
AI/ML Technologies
Python (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch), OpenAI API, LangChain, Hugging Face, Stable Diffusion, Generative Adversarial Networks (GANs)
Data Engineering
PostgreSQL, MongoDB, Vector Databases (PostgreSQL with pgvector, Pinecone), Data Pre-processing
Soft Skills
Leadership, Communication, Project Management, Team Collaboration, Problem-Solving
3 Years Experience 🏆
Experienced AI/DevOps Engineer skilled in Linux server management and cloud-native infrastructure, with a proven track record of leading projects and delivering scalable, production-grade AI solutions.
Kubectl AI Agent
Generating kubectl commands from natural language queries. Supports various LLMs, optional execution, monitoring, caching, and security.
RAG Chatbot in LangChain and FastAPI
A FastAPI application that uses Retrieval-Augmented Generation (RAG) with a large language model (LLM) to create an interactive chatbot. This chatbot leverages PostgreSQL vector store for efficient document retrieval and supports text and CSV data sources for initialization.
OpenAI Compatible API Server for OpenVINO
An OpenAI compatible API server that uses OpenVINO for inference.
AI/DevOps Engineer
OS3 Infotech Pvt Ltd. May 2022 - Present
- Developed a Stable Diffusion text-to-image generation tool with advanced style transfer capabilities.
- Designed a RAG (Retrieval-Augmented Generation) chatbot leveraging LangChain, OpenAI APIs, FastAPI, and PostgreSQL vector store for contextual query handling.
- Created monitoring dashboards for AI models in production using Grafana and Prometheus.
- Implemented AI-powered predictive analytics to enhance system reliability and performance.v
DevOps Intern
Rostris Infotech. Jan 2022 – March 2022
- Deployed AI models using Docker and Kubernetes for seamless scaling and integration.
- Optimized CI/CD pipelines for machine learning workflows using Jenkins and GitHub Actions.
- Streamlined data pipelines to improve ML model training efficiency by 30%.
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Botgauge App CI/CD Pipeline for EKS
Demonstrated how to create a simple HTTP server in Go, containerize it using Docker, and deploy it to an AWS EKS cluster using Terraform and GitHub Actions.
Text-to-Image and Image-to-Image with ControlNet Generation for Stable Diffusion
This project uses the Stable Diffusion API to generate images from text prompts and apply styles to images. It provides a user interface with two tabs: "Create Image" and "Style Image".
