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Ahmed – Golang, AI, Kubernetes, experts in Lemon.io

Ahmed

From Luxembourg (GMT+2)

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Data ScientistStrong senior
Machine Learning EngineerStrong senior
Hire developer
8 years of commercial experience
Aerospace
AI
Automotive
Climate tech
Machine learning
Recruiting
Sports
Lemon.io stats
1
projects done
670
hours worked
Open
to new offers

Ahmed – Golang, AI, Kubernetes

Being an ML/Data Science professional with a strong command of English, Ahmed showcased outstanding knowledge during the vetting process at Lemon.io. Experienced in IoT, edge TPUs, computer vision, time series, and NLP, with a background as a Tech Lead and Head of Architecture, Ahmed enjoys hands-on contributions to projects while also valuing interpersonal interactions in his teams. Currently, he is also embarking on authoring a book about Machine Learning!

Main technologies
Golang
5 years
AI
6 years
Kubernetes
5 years
GCP
5 years
AWS
3 years
Data Modeling
7 years
Machine learning
8 years
Data Science
9 years
Python
8 years
Additional skills
Algorithms and Data Structures
Big Data
Bitbucket
gRPC
PyTorch
Terraform
Tensorflow
LLM
GPT
Selenium
Rewards and achievements
Tech interviewer
Ready to start
ASAP
Direct hire
Potentially possible

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Experience Highlights

Tech Lead
Mar 2023 - Dec 20239 months
Project Overview

Technical interviewing and assessment platform providing skills assessments and AI-powered learning tools to empower high-performing teams to go beyond skill gaps and help individuals cultivate the skills they need to level up.

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Responsibilities:

• Took leadership of the Data overseeing ML and Data related topics; • Developed and refined comprehensive assessments for evaluating professional skills in machine learning and data science, as a hands-on Senior Machine Learning Engineer; • Designed industry-level machine learning evaluations with an emphasis on MLOps skills, aligning assessment criteria with evolving industry standards; • Continually updated assessment protocols to ensure accurate measurement and relevance to current industry practices.

Project Tech stack:
Python
PyTorch
gRPC
LLM
Senior Machine Learning Engineer
Dec 2021 - Nov 202210 months
Project Overview

The project involved a leading global provider of space-based data, analytics, and space services and was focused on providing high-resolution weather prediction.

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Responsibilities:

• Delivered a PyTorch-based, HPC-enabled, production-grade weather forecast system; • Spear-headed a research project with the European Space Agency for innovative regional forecasting methods; • Executed a high throughput geographical data ingestion project.

Project Tech stack:
PyTorch
Cloud Computing
Machine learning
Lead Software Engineer
Jun 2019 - Nov 20195 months
Project Overview

A GPS high-frequency tracker specifically tailored for the Isle of Man TT bike race.

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Responsibilities:
  • Created a pipeline ingesting data from trackers using the LoRaWan protocol through TheThingNetwork;
  • Added capabilities for anomaly detection on stream of data.
Project Tech stack:
Golang
gRPC
GCP
Kubernetes
Embedded Systems
Data Lead
Jan 2017 - May 20173 months
Project Overview

R&D activity regarding prototyping and testing machine learning functionality for a specific product aimed at boosting the development of financial software.

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Responsibilities:
  • Worked on Detecting Drift in Chemical Batch Processes using a Deep Learning approach based on the RNN-LSTM model, incorporating tweaks to enable unsupervised learning;
  • Contributed to Multivariate Time Series Reduction, Clustering, and Classification tasks by engineering modified techniques such as 1-NN DTW and Shapelets recognition;
  • Developed Sequential Event Patterns Recognition and Prediction capabilities leveraging the WINEPI algorithm;
  • Deployed Apache Spark pipelines on Microsoft Azure infrastructure to apply MLlib algorithms across diverse datasets efficiently;
  • Revamped the KnowledgeNet software, integrating new data science and machine learning algorithms while enhancing the user experience.
Project Tech stack:
pytest
Python
Machine learning

Education

2017
Modeling and Simulation Engineering
Master's

Languages

English
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