🚀 LIVE PROJECT
Customer Support RAG Assistant
Built a comprehensive customer support RAG assistant using OpenAI embeddings via Euri platform with FAISS as Vector Database. Features include Employee MCQ training system to accelerate on-boarding and policy retention, plus integrated Euri Chat bot (GPT-4.1-nano, OpenAI-compatible) for general assistance with controllable temperature and intelligent history management. Live production system serving real users.
OpenAI Embeddings
FAISS Vector DB
Euri Platform
GPT-4.1-nano
RAG Architecture
🔴 Live Production
Employee Training
Smart History Mgmt
🚀 LIVE PROJECT
SmartNote - Serverless Notes Platform
Built and deployed a complete serverless, secure, cost-effective notes platform using React.js/Vite frontend with containerized backend deployed on AWS ECS/ECR (AppSync GraphQL, DynamoDB, S3, Cognito). Features real-time user-isolated CRUD operations, bulk file management, and responsive UI. Infrastructure provisioned via AWS CDK with Route 53 DNS, CloudFront CDN, SSL/TLS certificates (ACM), CloudWatch monitoring, and fully managed infrastructure with zero operational overhead.
React.js/Vite
AWS ECS/ECR
AppSync GraphQL
DynamoDB
S3 + CloudFront
AWS CDK
Cognito Auth
🔴 Live Production
Serverless
Zero Ops Overhead
Real-time CRUD
🔄 IN PIPELINE
Predictive Analytics Engine
Planned ML Solution
Designing a comprehensive machine learning pipeline for real-time predictions with automated model retraining capabilities. Features A/B testing framework for model performance optimization and seamless deployment of improved models to production environments.
SageMaker
Kinesis
S3
MLOps
A/B Testing
🔄 Planning Phase
Auto-scaling
MLOps Ready
🔄 IN PIPELINE
Automated Quality Control System
Planned Manufacturing AI Solution
Planning a computer vision system for automated defect detection in manufacturing processes. Achieves 99.2% accuracy in identifying product defects and reduces manual inspection time by 85%, significantly improving quality control efficiency and consistency.
AWS Rekognition
EC2
CloudWatch
Computer Vision
IoT
99.2% Accuracy
85% Time Saved
Quality Boost
🔄 IN PIPELINE
Content Intelligence Platform
Planned Enterprise Content Analysis
Designing an NLP-powered platform for automated content categorization, sentiment analysis, and compliance checking across enterprise documents. Supports multiple languages and provides real-time insights for content governance and regulatory compliance.
AWS Comprehend
Textract
Step Functions
NLP
Compliance
Multi-language
Compliance Ready
Real-time Analysis
🔄 IN PIPELINE
AI-Powered Content Generator
Planned Marketing Automation Platform
Planning a generative AI solution for automated content creation including marketing copy, product descriptions, and social media posts. Integrates with existing marketing workflows and maintains brand voice consistency across all generated content.
GPT-4
AWS Bedrock
API Gateway
Content AI
Brand Voice
Brand Consistent
Workflow Integration
Content Scale