Smart Thermostat
Embedded C client on Buildroot/QEMU, HTTPS integration with Spring Boot cloud.
Software Engineer, Network Engineer • Master’s CS Student • AI/ML • IoT
Software Engineer / Network Engineer
Master’s student in Computer Science at the University of New Mexico with hands-on experience across backend systems, embedded Linux/IoT, and applied machine learning. I enjoy turning data, algorithms, and systems into products.
About Me
I’m Jawid Mohammadi, a developer who works at the intersection of software engineering, AI/ML, and IoT. Recent work includes building a production-style smart thermostat daemon in C (Buildroot/QEMU) integrated with a Spring Boot cloud service, and a PyTorch sentiment analysis pipeline with TF-IDF and ensembling. I value clean APIs, measurable performance, and documentation that teams can build on.
Technical Skills
Languages
JavaC/C++PythonSQL
Frameworks
Spring BootHibernateJUnit
AI / ML
PyTorchNLPTrees/Ensembles
Systems
LinuxBuildrootQEMUGit
Projects
Sentiment Analysis
PyTorch network for IMDb reviews with TF-IDF and ensembling.
Custom Regression Tree
Python regression tree modeling continuous functions.
NASA APOD Viewer
Spring Boot app fetching NASA APOD API.
Quote of the Day
REST server & client app with JSON exchange.
Featured ML Work
Sentiment Analysis (IMDb Reviews)
- Accuracy: 89%
- F1 Score: 0.87
- Precision/Recall: 0.88 / 0.86
- Validation set: 25,000 reviews
- Tech: PyTorch, TF-IDF, Dropout, Ensembling
Custom Regression Tree
- MAE: 0.52
- RMSE: 0.68
- Depth / Min Leaf Size: 6 / 10
- Eval: train/test split with cross-validation
- Tech: Python, NumPy, custom tree implementation
Certificates
NSF STEM Scholar Program (2024)
Java Developer – Deep Dive Coding (2021)
Udemy – Software/Hardware Support
Udemy – CompTIA Network+