Mohammad Ahmad Email and Phone Number
Mohammad Ahmad work email
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Mohammad Ahmad personal email
Ebullient about learning new things | Machine learning | Deep Learning | working on Mix precision Quantization
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Software EngineerEmory University May 2024 - PresentAtlanta, Ga, Us -
Graduate Research AssistantGeorgia Institute Of Technology Jun 2022 - May 2024Atlanta, Georgia , Us* Working on real-time Doppler audio processing using Ring Buffer and implementing two distinct Machine learning models to evaluate audio quality on Android application.* Developing an android and ios mobile application for acquiring ECG images and preprocessing the acquired images like cropping, OCR, filtering, etc.* Worked on models to correct geometric distortions in images and De-identifying images from text and personal health information. -
Software Engineer InternAmbarella Inc May 2023 - Aug 2023Santa Clara, Ca, Us- Developed algorithms for Mixed-bit precision Quantization, focusing on improving memory footprint and inference speed whilemaintaining accuracy degradation (โค 2%).- Formulated Integer Linear Programming (ILP) approach to generate a mixed-bit configuration for quantization, successfully applied tooptimize precisions in popular neural network architectures using Pytorch (Resnet, MobileNet, YoloV7).- Contributed to the development of tools (Python package) within Ambarellaโs CVFlow toolkit, facilitating the preparation, quantization,and export of neural network models in the ONNX format. -
Research Engineer - IOla Electric Mobility Pvt. Ltd. Jul 2021 - Jul 2022Bengaluru, Karnataka, In* Worked on Audio-based predictive maintenance using Deep learning. Collected and curated audio data from different data sources, used augmentation techniques to generate new data, and worked with varying audio features.* Worked on developing deep learning models for vehicle part segmentation, background removal, and fault detection using Deeplab V3 and Detectron 2 architectures with Pytorch framework.* Developed a conversational chatbot using RASA open source framework, which has many features, including end-to-end encryption, login, backed API support, etc. -
Research Engineer InternOla Electric Mobility Pvt. Ltd. Mar 2021 - Jul 2021Bengaluru, Karnataka, In* Data collection, data annotation, and improvement. Developed instance segmentation model using MaskRCNN and Detectron 2 with an IOU of 0.56 on 1200 images.* Worked on various vision-based classification problems and executed deep learning models like Resnet, SqueezeNet, Vision transformers, UNet, etc.* Developed predictive maintenance model using instance segmentation and classification.
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Research InternIndraprastha Institute Of Information Technology, Delhi Jul 2020 - Nov 2021New Delhi, In๐๐๐ฏ๐ข๐ฌ๐จ๐ซ: Sumit J Darak๐๐ซ๐จ๐ฃ๐๐๐ญ: Parameter Estimation in Multi-standard Wideband Receivers via Deep Learning.* Project: Parameter Estimation in Multi-standard Wideband Receivers via Deep Learning.* Worked on different autoencoder-based architectures, Resnet, and ResNext, for classification problems associated with wireless communication. -
Sde InternInnovaccer Apr 2020 - Jul 2020San Francisco, California, Us* Worked on Telemed product with frontend on React.* Integrating video calling feature using MS teams API.* API and utility development on Django.* Worked on the open component for the micro frontend. -
Software Developer InternRydeu Jul 2019 - Oct 2019Berlin, Berlin, De* Backend System development using NodeJS.* Rest API development and debugging issues.* Worked on Database design and migrations. * Integrated many services like mailing, logging, etc.
Mohammad Ahmad Skills
Mohammad Ahmad Education Details
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Georgia Institute Of TechnologyElectrical And Computer Engineering -
Jamia Millia IslamiaElectronic And Communication Engineering
Frequently Asked Questions about Mohammad Ahmad
What company does Mohammad Ahmad work for?
Mohammad Ahmad works for Emory University
What is Mohammad Ahmad's role at the current company?
Mohammad Ahmad's current role is Software Engineer @ Emory University | MS ECE (Gatech) | ML Optimization.
What is Mohammad Ahmad's email address?
Mohammad Ahmad's email address is mo****@****ech.edu
What schools did Mohammad Ahmad attend?
Mohammad Ahmad attended Georgia Institute Of Technology, Jamia Millia Islamia.
What skills is Mohammad Ahmad known for?
Mohammad Ahmad has skills like Pandas, Git, Linux, C, Node.js, Mongodb, Keras, Tensorflow, Image Processing, Android Development, Deep Learning, Cascading Style Sheets.
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