Projects
Projects & Portfolio
A showcase of my work in AI engineering, full-stack development, and cloud solutions.
AI & LLM Projects
MCP Server for LLM Orchestration
Developed a Multi-Model Communication Protocol (MCP) server to route queries dynamically between LLMs based on latency, cost, and task type. The system intelligently selects the optimal model (GPT-3, GPT-4, Claude) for each request.
Key Features:
- Dynamic LLM routing based on multiple factors
- Custom tooling for prompt chaining and benchmarking
- Comprehensive audit logging
- Autoscaling with Kubernetes on AWS/GCP
- Real-time monitoring with Grafana and Prometheus
Advanced RAG Pipeline
Built comprehensive RAG (Retrieval-Augmented Generation) systems using both vector and graph-based approaches for optimized context retrieval and LLM reasoning.
Vector RAG:
- Dense retrieval using Pinecone vector database
- Hybrid search strategies for optimal context relevance
- Multi-modal embeddings with CLIP and OpenAI
Graph RAG:
- Knowledge graphs with Neo4j and AWS Neptune
- Enhanced LLM reasoning with structured, interconnected data
- Complex relationship traversal for context enrichment
Backend & Data Engineering
Pivony - API Migration & Data Pipeline
Led a complete backend migration for a US-based analytics company, redesigning the API service architecture and building scalable data pipelines.
Achievements:
- Migrated entire API service to new design with Python + AWS DynamoDB
- Significantly improved scalability and reliability
- Built data pipelines with AWS EC2, AWS Glue, and Pandas
- Optimized Flask API endpoints with Postgres
- Reduced response times for complex queries
HealthQuilt
Healthcare application developed for the medical industry, focusing on data management and user experience.
Client Projects
SEO Analysis Tool
Built a comprehensive SEO analysis tool with complex integrations for a client, enabling detailed website analysis and optimization recommendations.
"I hired Asad as a full stack developer and his work was highly satisfactory. The tool we developed involved complex integrations but he was able to manage them in time. I cannot recommend him enough."
Project Manager (Verified on Upwork, Nov 2021)
DevOps & Automation
GitHub Setup Automation
Developed automation tooling for GitHub workflows, streamlining repository setup, CI/CD configuration, and team onboarding processes.
Mobile Development
Android News Feed App
Built a news aggregation app for Android with a web scraping backend. The app collects news from multiple sources and presents them in a clean, user-friendly interface.
Features:
- Multi-source news aggregation
- ExpressJS backend for web scraping
- Clean Android UI with Java
- Real-time content updates
Interested in Working Together?
I’m always open to discussing new projects, creative ideas, or opportunities to be part of your vision.