Available for new opportunities

Bilal AhmadSoftware Engineer

MERN Stack & AI / LLM Developer

Software Engineer with hands-on experience in the MERN stack and emerging AI technologies. I build scalable web applications and LLM-powered systems using LangChain, LangGraph, and RAG — focused on backend performance, API design, and real-world AI integrations.

Bilal Ahmad - Software Engineer
Open to work

Experience

Work Experience

Roles where I've shipped production-grade software and AI systems.

AI Software Engineer Intern

Datics AI · Lahore

Jan 2026 – Present
  • Develop Multi-Model Orchestration: Developed high-speed AI apps using LangChain and LangGraph, integrating Groq (Llama 3.3) and Gemini 3.1 for optimized latency and reasoning.
  • Advanced RAG & Vector Search: Built persistent RAG pipelines with FAISS and local HuggingFace embeddings, enabling offline semantic search and context-aware responses.
  • Full-Stack Streaming: Designed FastAPI and Node.js services with SSE (Server-Sent Events) for real-time token streaming and MongoDB for stateful chat management.
LangChainLangGraphRAGFAISSHuggingFaceGroq (Llama 3.3)Gemini 3.1FastAPINode.jsSSEMongoDB

Software Engineer Intern

Devsinc · Lahore

Nov 2025 – Dec 2025
  • Developed a full-stack Job Portal using Node.js, React, and PostgreSQL.
  • Implemented Role-Based Access Control (RBAC) and audit logging systems.
  • Managed global state using Redux Toolkit and integrated Cloudinary for media optimization.
  • Utilized Next.js and TypeScript for scalable frontend architecture.
Node.jsReactNext.jsTypeScriptPostgreSQLSequelizeJWTRedux ToolkitCloudinary

UI/UX Designer

Freelancer (Figma) · Remote

Jan 2025 – Aug 2025
  • Designed 5+ responsive web & mobile interfaces, improving navigation efficiency by 35% and ensuring 100% cross-device compatibility.
  • Created interactive prototypes in Figma, cutting design approval time by 50% and raising client satisfaction to 95%.
FigmaUI/UX DesignPrototyping

Selected Work

Featured Projects

Projects across AI / LLM systems and full-stack web applications.

Featured AI Project

AI Chatbot with RAG

LangChain + LangGraph

High-performance AI Chatbot with a dual-model architecture (Groq Llama 3.3 + Gemini 3.1 Flash-Lite), persistent RAG pipeline, and real-time streaming.

  • Developed using Next.js 15, FastAPI, and LangGraph with a dual-model architecture (Groq Llama 3.3 + Gemini 3.1 Flash-Lite).
  • Engineered a Persistent RAG Pipeline with FAISS and HuggingFace Embeddings (MiniLM) for deterministic document processing and context-aware chat memory across sessions.
  • Implemented real-time SSE (Server-Sent Events) streaming, optimized with React memoization and a Node.js proxy to handle high-frequency UI updates.
  • Integrated automated LLM fallback logic to maintain 100% uptime during API quota exhaustion, with stateful thread history managed via MongoDB.
Next.js 15FastAPILangChainLangGraphFAISSHuggingFaceGroqGeminiSSEMongoDB

Multi-Restaurant Food Ordering Platform

Final Year Project

Scalable MERN-based food ordering platform with Stripe payments, real-time order tracking, and a comprehensive Admin Dashboard.

  • Built a scalable MERN-based platform with Stripe payment integration.
  • Implemented a real-time order tracking system and a comprehensive Admin Dashboard.
  • Optimized backend APIs for efficient high-volume order management.
MongoDBExpress.jsReact.jsNode.jsStripeREST APIs

DevTinder

Developer Networking Platform

Real-time developer networking platform with Socket.io chat, JWT authentication, and automated email reminders deployed on AWS EC2.

  • Developed a real-time networking platform using Socket.io and JWT-based authentication.
  • Automated daily email notifications using Cron Jobs and AWS SES.
  • Deployed and managed the application on AWS EC2.
MERNSocket.ioJWTAWS EC2AWS SESCron Jobs

Full-Stack Job Portal System

Role-Based Platform

Scalable job portal with Admin/User roles, secure RBAC, audit logging, advanced filtering, and optimized media storage via Cloudinary.

  • Developed a scalable platform with Admin/User roles, implementing secure RBAC and an audit logging system.
  • Built advanced filtering and search functionality using Redux Toolkit and Cloudinary for optimized media storage.
Node.jsReactNext.jsTypeScriptPostgreSQLRedux ToolkitCloudinary

Stack

Technical Skills

Technologies grouped by domain — AI / LLM work front and center.

AI & LLMs

LangChainLangGraphRetrieval-Augmented Generation (RAG)Prompt EngineeringFAISSChromaDBSQLite (Vector DB)HuggingFace EmbeddingsGroq (Llama 3.3)Gemini 3.1

Programming

JavaScriptTypeScriptPython

Web Development

MERN StackMongoDBExpress.jsReact.jsNode.jsNext.jsFastAPIREST APIsServer-Sent Events (SSE)Socket.ioRedux ToolkitTailwind CSS

Databases

PostgreSQLSequelizePrismaSQLAlchemyMongoDBMongoose

Cloud & Tools

AWS (EC2, IAM, SES)CloudinaryGitGitHubPostmanNginxDockerVS CodeFigma

Core CS

Data Structures & Algorithms (DSA)Object-Oriented Programming (OOP)

Background

Education

Academic background.

Bachelor of Science in Software Engineering

University of the Punjab

2021 – 2025Lahore, Pakistan
CGPA3.30 / 4.0

Contact

Get In Touch

Have a project in mind or want to collaborate? Reach out below.

Let's build something great

Open to AI / LLM, full-stack, and backend roles. Currently based in Lahore, Pakistan and available worldwide (remote).

Lahore, Pakistan