Bilal S.

AI Engineer

Full-time available

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Bio

Bilal S. is a versatile Software Engineer and AI Engineer with hands-on experience building high-performance, production-grade systems across full-stack development, cloud platforms, and applied AI. He specializes in .NET (ASP.NET MVC/Web API), Angular, React, and Node.js, delivering scalable, clean-architecture applications backed by PostgreSQL, SQL Server, Redis, and event-driven patterns such as CQRS and MediatR. On the AI and automation side, he has designed and deployed real-time voice AI agents and RAG-based

  • Projects completed9
  • Hourly rate
  • 0-2 years experience
  • Member since Feb 2026
Expertise
NodeJSReactSQLPythonAngularAWSAzureJavascriptTypescriptFlaskFast APIGoLangC#BashHTMLCSSJavaC++Database:RelationalDatabase:DocumentMongoDBGitWebScrapingFigmaFramer
Video Intro
Assessments

General Project Assessment

Great score on Implement LRU Cache Algorithm, Difficulty Medium · Great score on Understanding Rate Limiting in APIs, Difficulty Medium · Great score on Ensuring Real-time Data Accuracy in Mobile App, Difficulty Medium

Projects

Realtime AI Voice Agent

Designed and deployed an intelligent, low-latency voice agent capable of natural two-way conversation in real time using various technologies.

AWS Legal Document Assistant

Built an ingestion pipeline that detects & extracts text/tables from PDFs with Textract, chunks/embeds content, and indexes to OpenSearch for retrieval.

Company Knowledge Copilot on AWS

Deployed a scalable RAG backend using Bedrock Knowledge Bases over Confluence/SharePoint dumps.

Chatbot for Any Website (RAG)

Loads a public URL, cleans & chunks content, embeds via Gemini, stores in Pinecone, and answers questions with source-grounded responses.

VR DressCheck (3D Try-On Frontend)

Interactive 3D avatar with GLB/GLTF clothing overlay, draggable camera, animations, and responsive UI.

Face Aging with cGANs

Implemented conditional GANs for age progression/regression with identity preservation.

Cold Email Generator (LLM)

Persona-aware email drafts with tone/length controls, dynamic snippets from a prospect’s site, and deliverability checks.

Ethereum 2.0 Validator Simulator & Dashboard

Simulated beacon chain epochs, validator rewards/penalties and slashing rules; lightweight dashboard to visualize head/finality and staking performance on testnets.

Deep Learning for Text Prediction

LSTM next-word prediction trained on Shakespeare; Streamlit UI and a small Flask/uvicorn API for programmatic access.

Experience
  1. Software Engineer- AI Engineer

    Greybeard – Halifax FansJun 2025Present
    • Enhanced authentication by upgrading legacy login to Microsoft Entra (Azure AD)
    • Implemented secure multi-tenancy and improved user access management for 5,000+ users
    • Developed a Model Context Protocol (MCP) server backed by a relational database
    • Automated complex CAD workflows using Autodesk Inventor
    • Resolved race conditions and memory leaks across a large codebase
    • Built a text Fan Assistant in Azure AI Foundry
    • Designed a rule-based Configurator Engine
    • improved selector performance with my team upto 900 percent
    • added intelligent caching to reduce Database calls by 20 percent
    .NET Framework 4 (MVC)Knockout.jsReactAI AzureCMSUmbracoSAP by design
  2. Full-Stack Engineer

    Oaks Street TechnologiesJun 2024May 2025
    • Implemented and maintained a robust full-stack application using Angular, ASP.NET Web API, and PostgreSQL
    • Resolved 17 critical bugs in one week
    • Introduced real-time capabilities with SignalR
    • Applied CQRS + MediatR with domain events
    • Strengthened security with JWT/role-based authorization
    • created a chatbot with vector database and RAG pipeline so that new customers can be comfortable with the app
    • extended the chatbot in enwage to agentic capabilities so that it can perform operations just by getting natural language input
    MVC.NETSQLAzure AIpineconevector databasenode JSreactlangchainlangGraphSignal RRabbitMQEntra multi tenant
  3. Full-Stack Engineer

    Oaks Street TechnologiesJun 2024May 2025
    • Strengthened security with JWT/role-based authorization
    • Standardized validation, error handling, and API versioning
  4. AI Engineer Intern

    AtomcampJan 2024Jun 2024
    • Led model training/fine-tuning initiatives
    • Automated repetitive tasks with AI agents and scripts
  5. Data Miner

    Ares ProjectOct 2020Feb 2022
    • Built web scraping/crawling pipelines in Python
    • Hardened scrapers for reliability and data quality
    PythonScrapyBeautifulSoup
Education
  1. BS in Computer Science

    FAST NUCESIslamabad, Pakistan2021 — 2025
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