Microbiologist & Data Scientist bridging clinical diagnostics, statistical analysis, and computational biology. I build ML/DL models on biological data - from MALDI-TOF spectra to whole-genome pangenomes.
BS Microbiology (CGPA 3.89/4.00), University of Agriculture Faisalabad · Seeking Masters but can also think for PhD (if offered) at the intersection of ML and life sciences.
🔭 I'm currently working on: Pangenome-wide AMR gene discovery in E. coli using XGBoost & SHAP - manuscript in preparation. Also exploring FCGR-based CNN architectures for genomic AMR classification.
👯 I'm looking to collaborate on: ML/DL for AMR & genomics · Computational drug discovery · Infectious disease epidemiology · Clinical metagenomics · One Health AMR surveillance
🤔 I'm looking for help with: Large-scale bioinformatics pipeline deployment · Cloud/HPC computing for genomic workflows
🌱 I'm currently learning: Advanced bioinformatics pipelines · Cloud/HPC computing · Generative models for biological sequences
💬 Ask me about: XGBoost/SHAP for genomics · CNNs + GradCAM · MALDI-TOF data analysis · Pangenomics · Biostatistics · Clinical diagnostics · Python/R · Data visualization for public health
⚡ Fun fact: I've gone from running haematology, microbiology and chemistry diagnostics on Mindray, AVE & Cobas analyzers to training 50+ deep learning models on bacterial genomes — and somehow both feel like the same curiosity.
Languages & Tools
ML / DL
Data & Visualization
