Cloud & AI Infrastructure Engineer with 12+ years building enterprise-scale Azure platforms, Kubernetes orchestration, Terraform-based IaC, and CI/CD automation — now focused on deploying LLM applications and agentic AI workloads.
With over 12 years of experience, I contribute to insightsoftware as an Engineer, leveraging expertise in automation, AI agents, and container orchestration. My role focuses on developing innovative solutions to streamline workflows and improve operational efficiency.
Prior to joining insightsoftware in 2023, I held roles in system integration and technical support, gaining extensive experience in cloud services, hosting, domain management, and related technologies. My goal is to deliver scalable, AI-driven automation solutions that contribute to organizational success and operational excellence.
Python
TensorFlow
AWS
Docker
Kubernetes
Django
Node.js
JavaScript
React
MongoDB
MySQL
Cloud
Algorithms
Automation
insightsoftware
Remote
RateGain
Noida
Net4 India Ltd
Delhi Area, India
Wipro
Noida, Uttar Pradesh
Fine-tuning large language models for text classification tasks — Kaggle LLM classification competitions.
Real-time Nifty 50 & Sensex monitor with RSI/MACD/EMA trading signals via Upstox API.
Autonomous web agent that automates procurement — searches supplier sites, fills RFQs, and collects quotes in real time.
Financial data analysis toolkit with stock price prediction, trading algorithms, and Sharpe ratio analysis using Python.
Local LLM agents using Llama3 and Ollama with RAG pipelines, generative AI experiments, and deep reinforcement learning.
Retrieval-Augmented Generation app integrating OpenAI and Ollama to fetch relevant documents and generate coherent, informative outputs.
Unveiling the Power of Vector Embedding: Transforming Complex Data into Meaningful Numerical Representations.
Read on HashnodeA Step-by-Step Guide to Building a Blog Post Application with Django.
Read on HashnodeA Comprehensive Guide to Understanding Cloud Computing.
Read on HashnodeSimplifying System Security: Easy Techniques to Restore File Permissions on Linux.
Read on HashnodeA Comprehensive Guide to Setting Up and Managing Kubernetes Clusters.
Read on HashnodeExploring Various Approaches to State Management in Modern Applications.
Read on Hashnode
Building AI agents that actually work in production is a different game than demos. The gap between "cool prototype" and "reliable system" is where the real engineering happens. #AIAgents #MLOps
Just migrated a legacy monitoring stack to Kubernetes. Went from 15-minute deploy cycles to under 2 minutes. The key was getting the health checks right from day one. #Kubernetes #DevOps
RAG is not just "throw documents into a vector DB." Chunking strategy, embedding model choice, and retrieval ranking matter more than most tutorials let on. #RAG #LLM
Terraform + AWS + a good tagging strategy = infrastructure you can actually reason about 6 months later. Future you will thank present you. #Terraform #AWS
CCS University
Certified
Microsoft
Oct 2024
Microsoft
Oct 2024
Udemy
Aug 2023
OpenSesame
Online Certification
May 2020
DataCamp
Online Certification
Online Certification