Engineering Specialist with 12+ years helping organizations implement AI solutions with automated monitoring, cloud orchestration, and intelligent agents.
I help organizations implement AI solutions with Automated Monitoring + Alerts. With 12+ years of experience in IT infrastructure and cloud technologies, I specialize in automation, AI agents, and container orchestration.
My expertise spans building intelligent monitoring systems, deploying scalable cloud solutions, and implementing AI-powered workflows that drive operational efficiency. I'm passionate about bridging the gap between traditional infrastructure and modern AI-driven solutions.
Python
TensorFlow
AWS
Docker
Kubernetes
Django
Node.js
JavaScript
React
MongoDB
MySQL
Cloud
Algorithms
Automation
insightsoftware
RateGain
Net4 India Ltd
Wipro
ML models detecting fraudulent transactions in real-time, reducing false positives by 40%.
Automation scripts migrating legacy systems to AWS, reducing deployment time by 80%.
Algorithmic trading bot executing trades based on market analysis, increasing returns by 15%.
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
Amazon Web Services
Online Certification
Online Certification
Online Certification