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Sheraz AhmadSA
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Sheraz Ahmad

@sherazahmad4

I build machine learning pipelines and AI tools for biomedical data.

Pakistan
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What I'm looking for

I'm looking to build applied machine learning, predictive analytics, and AI-powered software products, especially for biomedical, biological, multimodal, graph, and time-series data. I value roles where I can develop reproducible pipelines and translate complex data into useful tools.

I've built machine learning and deep learning workflows for high-dimensional biological, biomedical, and neural datasets at the Functional Informatics Lab, National Centre for Bioinformatics. My work spans preprocessing, feature extraction, model training, evaluation, visualization, and reusable Python analytical pipelines.

I developed NeuroKonnect, a web-based platform for automated EEG preprocessing, functional-connectivity analysis, machine learning, visualization, and neurological risk profiling. I also built OpGene, an Optuna-based automated machine learning framework that standardizes model training, benchmarking, optimization, and evaluation for biological data.

Across transcriptomic, multi-omics, single-cell RNA-seq, and EEG data, I use Python and R to turn complex scientific questions into reproducible computational workflows. I'm particularly interested in applied machine learning, predictive analytics, AI products, intelligent automation, and data-driven software development.

Experience

Work history, roles, and key accomplishments

Quaid-i-Azam University logoQU
Current

Data Scientist / Machine Learning Engineer

Quaid-i-Azam University

Feb 2025 - Present (1 year 7 months)

Develops machine learning and deep learning workflows for high-dimensional biological and neural datasets, including preprocessing, feature extraction, model training, and evaluation. Builds reusable Python-based tools and pipelines for reproducible research.

Education

Degrees, certifications, and relevant coursework

Quaid-i-Azam University logoQU

Quaid-i-Azam University

Master of Science, Bioinformatics

2024 -

Grade: 3.60 / 4.00

Pursuing a Master of Science in Bioinformatics with a focus on deep learning and dynamical modeling of EEG functional connectivity.

Government College University Faisalabad logoGF

Government College University Faisalabad

Bachelor of Science, Bioinformatics

2019 - 2023

Grade: 3.68 / 4.00

Completed a Bachelor of Science in Bioinformatics with coursework in artificial intelligence, data structures, and biological data analysis.

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