Zeeshan Akram

Zeeshan Akram Email and Phone Number

Data Science | Machine Learning | DRLs | GenAI | MlOps | Cloud @ EcoEdge AI
Zeeshan Akram's Location
Rawalpindi, Punjab, Pakistan, Pakistan
About Zeeshan Akram

An enthusiastic and passionate machine learning engineer who finds hidden information and patterns in data and solves different problems with domain knowledge. More than 3 and half years of industry experience. Strong programming background in Python and domain knowledge of HVAC systems. Handles all machine learning operations(Mlops with architecture and implementation from scratch) including Cuda configurations for deep learning, and building web services in Python for model retraining and monitoring. Dockerize those web services and deploy them on cloud and edge devices. Automate stuff with Python to save time.Use different cloud services daily (aws ec2 Linux GPU instance, lambda, s3, sam, code-commit(git) and cloud watch/event bridges etc) for data fetching, preprocessing, wrangling, storing, model building and deployment.Research interest led me to be Co-author of the Research paper "Deep Learning-based Predictive Modeling of Building Energy Usage" in the 2023 6th International Conference on Energy Conservation and Efficiency (ICECE) on IEEE Xplore. Paper Link -> https://ieeexplore.ieee.org/abstract/document/10092502Love to read books, learn new technologies, solve complex problems, help others and travel.Reach out to me if you are stuck and need help.Looking forward to working on different use cases and domains in the world of AI/Ml/Data Science.Skills: machine learning, deep learning, regression, classification, clustering, time series forecasting, Python, data analysis, data cleaning, data preprocessing, data wrangling/feature engineering, data visualizations, building predictive models, deploying models, preparing ml environments, neural networks (ANN, CNN, RNN, LSTM), Mlops, programming, problem-solving, fast API, AWS, GCP, docker, git and Linux.

Zeeshan Akram's Current Company Details
EcoEdge AI

Ecoedge Ai

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Data Science | Machine Learning | DRLs | GenAI | MlOps | Cloud
Zeeshan Akram Work Experience Details
  • Ecoedge Ai
    Machine Learning Engineer
    Ecoedge Ai Sep 2024 - Present
    Pakistan
    • Conduct R&D on Deep Reinforcement Learning. Develop architecture, simulation environment, algorithms, efficient and optimize solution code.• Design, implement, and optimize deep learning models for various use cases.• Write code for scalable training pipelines for machine learning models.• Write code for automated model training, validation, and deployment processes using MLOps best practices.• Create and maintain scripts for data preprocessing, model training, and evaluation.• Set up and manage cloud-based infrastructure (e.g., AWS) for model training and deployment.• Ensure code quality, reproducibility, and compliance with industry standards and best practices.• Document workflows, processes, and technical decisions clearly and comprehensively.
  • Ecoedge Ai
    Machine Learning Engineer
    Ecoedge Ai Jan 2022 - Apr 2024
    Islāmābād, Pakistan
    • Fetch data from different sources. Perform data cleaning, preprocessing, wrangling and ETL.• Analyze data and get meaningful information and patterns. • Build machine learning and deep learning models and deploy them.• Perform experimentation and feature engineering to improve model accuracy.• Deploy entire AI software on the client site.• Developed Mlops from architecture level to implementation.• Use different AWS cloud resources for different tasks.• Build Python and bash scripts for automation.• Help the Mechanical team with different custom algorithm development.• Test, analyze and discuss custom algorithms performance with the Mechanical team and deploy on the production environment.• Agile Development.• Visit client's sites for on-premise deployments.
  • Openaimp
    Associate Ai Engineer
    Openaimp May 2021 - Jan 2022
    United States
  • Openaimp
    Ai Intern
    Openaimp Sep 2020 - May 2021
  • Kaggle
    Kaggle Competitor
    Kaggle Apr 2020 - Sep 2020
    • Participated in machine learning and deep learning competitions.1) M5 Forecasting - AccuracyThe objective of this challenge was to predict item sales at stores in various locations for two 28-day time periods.2) SIIM-ISIC Melanoma ClassificationThe challenge was to predict the probability (floating point) between 0.0 and 1.0 that the lesion in the image is malignant (the target). The model must be predicting a binary target for each image.3) ALASKA2 Image SteganalysisThe goal of the competition was to determine which of the images in the test set have hidden messages embedded.

Zeeshan Akram Education Details

  • University Of Haripur
    University Of Haripur
    Computer Science

Frequently Asked Questions about Zeeshan Akram

What company does Zeeshan Akram work for?

Zeeshan Akram works for Ecoedge Ai

What is Zeeshan Akram's role at the current company?

Zeeshan Akram's current role is Data Science | Machine Learning | DRLs | GenAI | MlOps | Cloud.

What schools did Zeeshan Akram attend?

Zeeshan Akram attended University Of Haripur.

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