Profile

Ali Naeem

Data Scientist | Machine Learning Engineer

3.6

Years of Experience

Education

grenoble inp ense3, innoenergy, ku leuven, national university of science and technology

Companies

siemens, elichens, tetra pak, national university of sciences and technology nust

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Experience

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    2020 - Present

    siemens

    Machine Learning Engineer

    • Spearhead all aspects of the development of novel methods for validating grid compliance tests of wind turbines through employment of machine learning and neural networks. • Lead the creation and development of pipelines to pre-process data and extract hidden features through utilization of new research methods. • Play a key role by carrying out the development of time series classification and regression models using libraries, such as sktime, scikit-learn, and TensorFlow. • Perform research into and develop state of the art techniques in the field of ML, and DL to ensure success. • Partner closely with software engineers, data scientists, data engineers, ML engineers, researchers, and designers across all operations.

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    2019 - 2020

    elichens

    Deep Learning

    • Conducted the automation of the control of HVAC Systems for ENSE3 building in Grenoble through utilization of expertise. • Drove the development of reinforcement learning model to identify optimum mass-flow rate through vents based on parameters including temperature, humidity, CO2 concentration, and more.

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    2017 - 2017

    tetra pak

    Data Scientist

    • Charged with operating on Tetra Pak’s machine data to provide support to the Technical Services team with predictive maintenance. • Leveraged computer science applications, modeling, statistics, analytics, and math to uncover insights in data sets. • Conducted data wrangling operations to perform the cleaning of data from a wide variety of sources.

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    2016 - 2016

    national university of sciences and technology nust

    Machine Learning

    • Served as an intern with Dr. Ahmed Salman at Nust and led the development of a MATLAB-based neural network application for face recognition. • Operated in a pivotal capacity by extending VGGFace Model developed at Oxford University for face verification by extracting and comparing facial features. • Demonstrated a track record of success with the project being sold for industrial application. • Piloted the development and implementation of new models to extract more value from collected data and information. • Employed machine learning and statistical modeling techniques to develop and examine algorithms to improve performance, quality, data management, and accuracy.

Experience

39 Skills

Algorithms

analytics

Automation

Cloud Computing

Collaboration

Communication

Data Analysis

Data Analytics

Data Mining

Data Science

Data Science

Data Scientist

Data Visualization

Deep learning

Deep Learning

Image Processing

Keras

Leadership

Machine Learning

Machine Learning (ML)

Matlab

Natural Language Processing (NLP)

Neural Networks

open cv

operations

Problem solving

Project Management

Project Management

python

Reinforcement Learning

Research

Research Scientist

Scikit

Scikit-Learn

Simulink

statistical modeling

statistics

strategy

Tensorflow

Education

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    2019 - 2020

    grenoble inp ense3

    Master's degree

    Smart Grids and Buildings

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    2018 - 2020

    innoenergy

    Master's degree

    Energy for Smart Cities

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    2018 - 2019

    ku leuven

    Master's degree

    Energy

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    2014 - 2018

    national university of science and technology

    Bachelor of Engineering - BE

    Electrical Engineering

Colleagues at siemens

Manish Bilung

Senior Software Engineer

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Mehar Saran

Senior Member Technical Staff

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Meghraj Mitkari

sr software developer

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mikail yetkin

Full Stack Developer

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Others named Ali

Ali Azaz Alam 🇵🇰

Sr. Android Engineer

 at siemens

Ali Intakhab

development engineer

 at siemens

Ali Alhaddad

Director of Technology

 at siemens

Ali Sabra

senior staff software engineer

 at siemens

Ali Raza

Solutions Architect | Fintech Architect

 at siemens

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Colleagues at tetra pak

Do Tran

Data Science Lead - Senior Data Scientist

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