Full-Stack AI Solutions

Engineering end-to-end intelligent applications by seamlessly integrating robust backend systems with cutting-edge machine learning capabilities.

Bridging Backend & ML

My strength lies in architecting and developing holistic AI solutions where scalable backend infrastructure (FastAPI, Django, PostgreSQL, Microservices) empowers and serves sophisticated machine learning models (RAG, NLP, Transformers, Vector Search). I focus on creating systems that are not only intelligent but also reliable, efficient, and user-centric, from data ingestion and processing to API delivery and real-time insights.

Featured Full-Stack AI Projects

CampusPQ Project

CampusPQ: AI-Enhanced CBT

Computer-based testing platform with AI-driven recommendations and chatbot guidance. Backend built with Django and PostgreSQL, leveraging OpenAI and VectorDBs for intelligent content discovery and personalized student support. Deployed on AWS.

Django PostgreSQL OpenAI VectorDB AWS
View Details (Request Demo)
Bitsaac AI Tools

AI-Powered Tools @ Bitsaac Inc.

Developed scalable backend systems (FastAPI, Flask, PostgreSQL) for AI products. Engineered RESTful APIs for social listening, content generation, and automated marketing. Integrated Firebase, Google Sheets, and social media APIs. Leveraged LangChain and ChromaDB for content analysis.

FastAPI Flask LangChain ChromaDB PostgreSQL GCP
View Details (Coming Soon)
RAG PDF Parser

PDF Content Analysis with RAG

A tool that processes PDF documents using Retrieval Augmented Generation (RAG) to extract, analyze, and query content using OpenAI's GPT-4 and embeddings models. Features concurrent processing, content analysis, and vector embeddings for semantic search.

Python RAG OpenAI Vector Embeddings
View on GitHub
CrewAI Trip Planner

CrewAI Trip Planner

An AI-powered trip planning system built with CrewAI that uses multiple specialized agents working together to create comprehensive travel plans. Features custom agents with defined roles, backstories, and goals that collaborate on planning tasks.

Python CrewAI Multi-Agent Systems LLMs
View on GitHub
Content Repurposer

Content Repurposer for Social Media

A production-grade service that ingests raw blog content and orchestrates AI-powered repurposing into various social media formats. Uses OpenAI's GPT models and DALL-E for intelligent content transformation with a scalable architecture.

FastAPI Celery OpenAI DALL-E Redis
View on GitHub
PocketClinic

PocketClinic - AI Healthcare Assistant

An AI-powered healthcare assistant designed to help healthcare workers in resource-constrained settings triage patients through SMS or voice messages. Uses WHO protocols to analyze symptoms and dispatch referrals.

Python CrewAI OpenAI Twilio FastAPI
View on GitHub

Key Full-Stack AI Skills

Backend Technologies

Python (FastAPI, Django/DRF, Flask) PostgreSQL & MySQL Redis & Celery API Design (RESTful, GraphQL Basics) Docker & Microservices GCP & AWS Cloud Services Nginx Firebase Integration

Machine Learning & AI Expertise

PyTorch & Scikit-learn LangChain & Transformers Retrieval-Augmented Generation (RAG) NLP (Semantic Search, Q&A, Content Classification) Vector Databases (Qdrant, ChromaDB, Pinecone) OpenAI, Gemini & DeepSeek APIs MLOps (Principles, CI/CD for ML) Prompt Engineering ETL & ELT Pipelines

Integration & Solution Architecture

End-to-End System Design & Development Data Pipeline Orchestration & Management Scalable AI Deployment Strategies Security Best Practices for AI Applications Social Media API Automation Real-time Data Processing & Streaming

Build Intelligent Solutions Together

Looking to develop a comprehensive AI-powered application? Let's discuss how my combined backend and ML expertise can bring your vision to life.

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