Hussain Ashraf

Ai Software Engineer @Encardio Rite

Delhi, IN

Full Stack Engineer | AI/ML, GenAI & AutomationAs a Full Stack Engineer, I work across AI/ML, GenAI, and automation to deliver scalable, cost-efficient, and production-ready solutions.Tech Stack: Node.js (TypeScript), Python, Docker, AWS (ECR, EKS, RDS), Kubernetes, Helm Charts, Git/GitHub, GitHub Actions (CI/CD), Pinecone (Vector DB), MLflow, Power Automate, Microsoft Graph API, Nginx (Reverse Proxy).Key Projects & Achievements GeoHub (Scalable Chat Application) • Designed and deployed a Kubernetes-powered scalable chat app with AWS and Docker. • Built a RAG-powered chatbot using LlamaParse for document parsing and Pinecone as vector storage. • Leveraged GPT-4.1 and GPT-5 models for enhanced conversational intelligence. • Integrated Pinecone (vector DB)+ MLflow for efficient model tracing. • Improved system accuracy from 30% → 85–90% using a custom reranker hosted on Pinecone. • Reduced LLM cost from $5 → $0.35 per request via reranker, dynamic model switching, and token output capping. • Delivered advanced features: • Code Interpreter • User History & Context Handling • Image Analysis • File Creation & Download via LLM • Internet Search Integration • Implemented Nginx reverse proxy for secure and optimized routing in production. Tender Department Automation • Automated internal tender workflows with Power Automate + Microsoft Graph API. • Increased throughput from 3–4 tenders/month → target 50–100 tenders/month. • Reduced manual effort by leveraging automation within Microsoft ecosystem.

Vanasthali Public School

Senior secondary Education

Guru Gobind Singh Indraprastha University

Bachelor of Technology - BTech, Information Technology