Muhammad Ahwar
Machine Learning Engineer at GO-Globe ™ Driven by Your Success. Since 2005.
Lahore, Punjab, Pakistan
Summary
👤
Senior🎓
Top SchoolMuhammad Ahwar is a Machine Learning Engineer with eight years of hands-on experience building and deploying ML and data engineering solutions across web, mobile, and edge devices. He has designed conversational reporting systems and intelligent chatbots that translate SQL into analytical narratives, and built production ML pipelines for insurance, audio keyword spotting on IoT devices, and real-time people-counting deployments on Raspberry Pi. Comfortable across the stack, he implements ETL pipelines with Python, PySpark and Alteryx, integrates time-series metrics into InfluxDB/Grafana, and deploys models in varied frameworks for constrained hardware. His background includes freelance delivery of end-to-end ML projects and a research-driven thesis on trajectory prediction, reflecting both product and academic fluency. Notably, he pairs practical deployment experience with robustness testing—augmenting audio models with reverberation, echo, and pitch shifts to ensure performance across accents and noisy conditions. Based in Lahore, Pakistan, he brings a pragmatic blend of experimentation, optimization, and cross-team communication to turn ML prototypes into reliable production services.
9 years of coding experience
5 years of employment as a software developer
Bachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at Global Institute LahoreIntermediate in Pre-Medical Pre-Medicine/Pre-Medical Studies, Intermediate in Pre-Medical Pre-Medicine/Pre-Medical Studies at Superior College
English, Urdu, Hindi
Stackoverflow
1,822reputation
301kreached
14answers
3questions
machine-learning
top-5%
cuda
top-5%
google-colaboratory
top-1%
python
top-5%
Github Skills (73)
python10
windows10
deep-learning10
instance-segmentation10
tflite10
yolov510
onnx10
editor10
neural-network10
object-detection10
computer-vision10
electron10
classification10
tensorrt10
typescript10
Programming languages (9)
Github contributions (5)
Ahwar/SleepDetection
Mar 2019 - Nov 2020
Contributions:7 commits, 16 pushes, 5 branches in 1 year 7 months
Ahwar/NER-NLP-with-ONNX-Java
Dec 2022 - Jun 2026
An NLP Java Application that detects Names, organizations, and locations in a text by running Hugging face's Roberta NER model using ONNX runtime and Deep Java Library.
Contributions:2 PRs, 31 pushes, 5 branches in 3 years 6 months
huggingfacejavanatural-language-processingonnxruntimeclassfication
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