Full-Stack & AI Engineer · Sydney, AU

Affan
Mehmood

4+ years building production-ready web and AI-driven applications. React, FastAPI, Django, cloud-native systems, ML pipelines, and scalable microservices. AWS Certified. Currently completing MS Computer Science at UOW.

Affan Mehmood
4+
Years experience
8+
Production projects
12%
F1 score improvement
Languages
Python JavaScript
Frontend
React HTML CSS TypeScript
Backend
FastAPI Django Flask Node.js
ML & Data
PyTorch TensorFlow Scikit-learn NLP CV
Cloud & Infra
AWS ✓ GCP Azure Docker Kubernetes Nginx
Databases
PostgreSQL MongoDB MySQL Firestore
Tools & Systems
Celery Ray RabbitMQ REST APIs Microservices
Data Stack
Pandas NumPy OpenCV
Jul 2023
Dec 2023
UNCAPT
Software Engineer (Contract)
  • Built enterprise-grade AI products using React.js (frontend) and Flask (backend)
  • Worked on AANI — Advanced Artificial Negotiation Intelligence platform enabling agents to negotiate using AI-driven insights
  • Integrated AARI with Salesforce to execute complex queries and dynamically generate analytical tables and charts
  • Participated in system design, feature development, and performance optimisation for production deployments
React · Flask · Salesforce
Sep 2021
Apr 2023
DiveDeepAI
Full Stack Engineer
  • Delivered 8+ production projects across frontend, backend, ML pipelines, and cloud deployment
  • Built a sales coaching platform using React and FastAPI with real-time and post-meeting analytics on video and audio data
  • Designed scalable microservice architecture with FastAPI and Ray to support ML inference workloads
  • Built and deployed an AI-powered apparel generation pipeline using Stable Diffusion and DALL·E on GCP with Nginx
  • Developed OnlyAI, a unified platform integrating 15+ state-of-the-art NLP and Computer Vision techniques
  • Created video forensics toolkit with object tracking and face extraction using YOLOv4, DeepSort, and DSFD
  • Designed an ensemble ML model combining clustering, classifiers, and regressors — improving F1 score by 12%
  • Fine-tuned Google Pegasus on custom datasets to achieve under 50% plagiarism for academic text generation
React · FastAPI · Ray · PyTorch · Docker · GCP · Azure
Jun 2020
Oct 2021
Superlab Pvt. Ltd
Full Stack Developer (part-time)
  • Developed full-stack web applications using React, Node.js, and MySQL while completing undergraduate studies
  • Built a Reddit-style social platform with real-time features using WebSockets
  • Delivered an automatic transcription MVP using Azure Cognitive Speech Services
  • Created a hotel booking startup POC used for investor demonstrations
React · Node.js · MySQL · WebSockets · Azure
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2023–2025
UOW, NSW
MS Computer Science

University of Wollongong, New South Wales

2017–2021
Air University
BS Computer Science

Air University, Islamabad

AWS Certified Data Analytics – Specialty
AWS
Practical Data Science on the AWS Cloud Specialization
Coursera
TensorFlow: Advanced Techniques Specialization
Coursera
ML Engineering for Production (MLOps) Specialization
Coursera
Deep Learning Specialization
Coursera
The Ultimate MySQL Bootcamp
Udemy