Muhammad Waleed
@muhammadwaleed5
Full-Stack Engineer specializing in Python, AI/ML integration, and scalable web platforms.
What I'm looking for
I am a Full-Stack Engineer with six years of experience building scalable web platforms and integrating AI/ML into production applications.
I have led development of enterprise applications using Python (Django, Flask), FastAPI, and modern front-end frameworks like React and TypeScript while designing microservices and APIs for high-performance systems.
My ML work includes fine-tuning transformer models (BERT, GPT-2, DistilBERT) for multilingual document understanding, implementing image-to-text and text-to-image pipelines with HuggingFace Diffusers and PyTorch, and orchestration using Airflow, MLflow, and monitoring with Prometheus.
I prioritize reproducible experiments, secure/authenticated architectures (OAuth2, JWT), and CI/CD-driven deployments on cloud platforms (AWS/Azure/GCP) to deliver maintainable, production-ready solutions that improve performance and user outcomes.
Experience
Work history, roles, and key accomplishments
Full-Stack Engineer
Turing
Jan 2024 - Present (2 years 2 months)
Led development of enterprise-level applications combining Python (Django/Flask) and React and integrated ML components; fine-tuned transformer models improving multilingual document understanding F1 score by 23% and built image-to-text/text-to-image FastAPI pipelines monitored with Prometheus and MLflow.
Senior Software Engineer
TrueCar
Jan 2022 - Jan 2024 (2 years)
Led development of an Event Management application using Python, Flask and TypeScript with MySQL and AWS, designed RESTful APIs for real-time transaction processing and integrated NLP and computer vision modules into scalable pipelines.
Software Engineer
Devsinc
Jan 2019 - Jan 2022 (3 years)
Developed responsive web interfaces with React/Redux and built RESTful APIs with Python and JavaScript; optimized Python backends for AI/ML workflows with Redis caching and automated CI/CD to improve system speed and reliability.
Education
Degrees, certifications, and relevant coursework
Punjab University College of Information Technology
Bachelor of Science, Computer Science
Bachelor of Science in Computer Science from Punjab University College of Information Technology.
Tech stack
Software and tools used professionally
Postman
GitHub
GitLab
Kubernetes
Jenkins
GitLab CI
NumPy
Pandas
MySQL
PostgreSQL
MongoDB
Gmail
Django
Next.js
.NET
OpenCV
Redis
Mocha
JavaScript
HTML5
TensorFlow
PyTorch
MLflow
scikit-learn
Streamlit
Django REST framework
FastAPI
Prometheus
SQLAlchemy
GraphQL
RSpec
pytest
OAuth2
Airflow
SQL
Hugging Face
Stable Diffusion
Score
Remote
Diffusers
Availability
Location
Authorized to work in
Job categories
Skills
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