Summary
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 assistants using OpenAI, Gemini, Whisper, ElevenLabs, LangChain, and AWS Bedrock, integrating them with WebRTC, Twilio, and SIP for low-latency, multi-channel interaction. Bilal brings strong cloud expertise across AWS and Azure, including Lambda, S3, Textract, API Gateway, Bedrock Knowledge Bases, Entra ID, and AI Foundry, with containerized microservices deployed via Docker and monitored using OpenTelemetry and Grafana. His work spans system optimization, security, and DevOps—resolving race conditions and memory leaks, improving performance and efficiency, automating complex CAD workflows, and implementing secure multi-tenant authentication—making him a well-rounded engineer capable of designing, shipping, and scaling intelligent software systems end to end.
Meet Bilal S.
Assessment Scores
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
Great score on Reverse Digits of a 32-bit Integer, Difficulty Easy
Great score on Word Search in Grid, Difficulty Medium
Great score on Validate Parentheses in a String, Difficulty Hard
Experience
Greybeard – Halifax Fans
Software Engineer- AI Engineer
Full-Time
Jun 2025 — Present
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
Technologies:
.NET Framework 4 (MVC)
Knockout.js
React
AI Azure
CMS
Umbraco
SAP by design
Oaks Street Technologies
Full-Stack Engineer
Full-Time
Jun 2024 — May 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
Technologies:
MVC
.NET
SQL
Azure AI
pinecone
vector database
node JS
react
langchain
langGraph
Signal R
RabbitMQ
Entra multi tenant
Full-Stack Engineer
Full-Time
Jun 2024 — May 2025
Strengthened security with JWT/role-based authorization
Standardized validation, error handling, and API versioning
Atomcamp
AI Engineer Intern
Intern
Jan 2024 — Jun 2024
Led model training/fine-tuning initiatives
Automated repetitive tasks with AI agents and scripts
Ares Project
Data Miner
Full-Time
Oct 2020 — Feb 2022
Built web scraping/crawling pipelines in Python
Hardened scrapers for reliability and data quality
Technologies:
Python
Scrapy
BeautifulSoup
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.
Education
BS in Computer Science
2021 - 2025
FAST NUCES
Islamabad, Pakistan
AI Engineer
Available — No Current Full-Time Commitment
/Mo
/Hr
Member since February 9, 2026
9
Projects CompletedSkills & Expertise
NodeJS
React
SQL
Python
Angular
AWS
Azure
Javascript
Typescript
Flask
Fast API
GoLang
C#
Bash
HTML
CSS
Java
C++
Database:Relational
Database:Document
MongoDB
Git
WebScraping
Figma
Framer
Developer Level
Associate
0-2 YOEBilal S. is associate Level Developer