Artificial Intelligence
3/20/2024
5 min read
Building an AI Customer Support Assistant with LangChain and Gemini
A deep dive into how I built a low-latency, real-time AI assistant using RAG retrieval, FAISS vector search, and Google Gemini models.
Building the Futurewith Code & AI
Exploring the power of artificial intelligence and modern engineering to design intelligent, scalable, and meaningful digital solutions.
About Me
I'm a passionate Information Technology student with a strong focus on full-stack development, AI/ML technologies, and modern web applications. I love building innovative solutions and exploring cutting-edge technologies to solve real-world problems.
Stacks
BSc IT
Horizon Campus
10+
Projects Completed
5+
Certifications
3+
Years Learning
Frontend Development
Creating responsive, accessible interfaces with React, TypeScript, and modern CSS frameworks
Next.js
React
TypeScript
Tailwind CSS
Framer Motion
Backend Architecture
Building scalable APIs and databases with Python, FastAPI, and cloud infrastructure
Python
FastAPI
Node.js
PostgreSQL
MongoDB
Docker
AI & Data Science
Developing machine learning models and data analysis solutions with Python and modern AI tools
Python
NumPy
Pandas
TensorFlow
Scikit-learn
Streamlit
Featured Projects
A showcase of my recent work spanning AI applications, web platforms, and innovative solutions that demonstrate my expertise in modern technologies.
Featured
FlowHub - Enterprise Project Management Platform
Built a multi-tenant SaaS platform with modular NestJS backend services. Implemented secure authentication using JWT, bc...
NestJS
Next.js
PostgreSQL
Docker
+1
Featured
Clothing E-Commerce Web Application
Built a full-stack e-commerce platform with authentication, product catalog, cart, and order management. Implemented sec...
MongoDB
Express.js
React
Node.js
+1
Renewable Energy Investment Planner
Developed a full-stack platform aggregating data from 6+ external APIs. Implemented multi-factor scoring and risk catego...
Node.js
Express
MongoDB
REST APIs
Featured
AI Customer Support Assistant
Developed an intelligent customer support system using RAG retrieval, LangChain ReAct agents, and Google Gemini models. ...
RAG
LangChain
FastAPI
FAISS
+1
Predictive Maintenance MLOps Pipeline
Built an end-to-end ML pipeline for Remaining Useful Life (RUL) prediction using NASA CMAPSS data. Tracked experiments a...
Python
PyTorch
MLflow
Docker
+1
Face Recognition & Classification Pipeline
Developed a facial recognition pipeline utilizing InsightFace and ArcFace for deep feature embedding extraction. Perform...
Python
OpenCV
Scikit-learn
InsightFace
+1
Latest Blog Posts
Thoughts, insights, and tutorials on modern web development, AI, and technology trends from my experience building applications at scale.
AI & Development
4/10/2024
4 min read
Building UI Faster with Google Stitch and Modern Frontend Tools
Learn how to use Google Stitch to generate UI designs and frontend code automatically, speeding up your app development workflow.
DevOps
5/15/2024
6 min read
Scaling NestJS Backends with Docker and AWS
A practical guide to containerizing modular NestJS applications and deploying them for high availability on Amazon Web Services.
Let's Work Together
Have a project in mind or want to discuss opportunities? I'd love to hear from you. Send me a message and let's create something amazing together.