Arsalan Ahmed

is working from home. 🏡

Angestellt, Data Scientist, Confidential Company (Remote)
Rawalpindi, Pakistan

Fähigkeiten und Kenntnisse

Data Science
Python
Deep Learning
Datenanalyse
SQL
Natural Language Processing
Apache Spark
Maschinelles Lernen
Big Data

Werdegang

Berufserfahrung von Arsalan Ahmed

  • Bis heute 2 Jahre und 9 Monate, seit Nov. 2022

    Data Scientist

    Confidential Company (Remote)

    • Improved system accuracy and performance using Grafana by analyzing user activity data and system-driven results. • Created cross-validated ML model result insights to enhance the ML team's continuous improvement. • Streamlined data migration pipelines to optimize efficiency. • Integrated review team schedules from Google Calendar to AWS Timestream to generate team insights for performance and capacity metrics, leading to increased productivity.

  • 11 Monate, Jan. 2022 - Nov. 2022

    Senior Data Engineer

    Biome Analytics

    • Developed ETL pipelines for health records data using Airflow, Ascend.io, Spark, Kubernetes, and Git CI/CD tools to improve data processing efficiency and accuracy. • Implemented distributed computing frameworks to achieve a 50% reduction in pipeline computation time, resulting in faster data analysis and insights. • Established a scalable and efficient data processing system, leading to faster insights and increased productivity of the team.

  • 1 Jahr und 4 Monate, Sep. 2020 - Dez. 2021

    Data Scientist & Platform Engineer

    D4 Interactive

    Improved contentstudio.io search using the Knowledge Graph approach & Elasticsearch, leading to 30% more user engagement Analyzed social media engagement using high-performing Airflow ETL pipelines, improving marketing campaigns & revenue Innovative social media caption generation led to 20% more user engagement Reduced system costs & improved reliability with infrastructure projects including High Availability database cluster management Implemented error logging & alert management systems.

  • 1 Jahr und 4 Monate, Juni 2019 - Sep. 2020

    Senior Software Engineer - Data Science

    FiveRivers Technologies

    • Spearheaded development of a cost optimization AI engine & recommendation system for Austin Texas gov & Dubai RTA, reducing public congestion by 20% • Developed moving vehicle advertisements for Ford, increasing attraction & target marketing • Played critical role in COVID-19 Tracker project, providing vital information & garnering large number of visitors during pandemic • Contributed to the Accident Prediction project, improving the existing system's accuracy from 60% to 75%.

  • 1 Jahr und 5 Monate, Mai 2018 - Sep. 2019

    Co-Founder

    Intelligent HR

    Led development of recommendation system for job and candidate matching using machine learning on Indeed data Developed ML model for accurate job recommendations based on user search queries & preferences Analyzed job market trends to improve system & inform business decisions Presented findings to stakeholders & potential investors, generating interest in future partnerships.

  • 6 Monate, Dez. 2018 - Mai 2019

    Senior Machine Learning Engineer

    VisionX

    • Work on development PackageX, a WeWork last-yard delivery solution that improved delivery efficiency • Evaluated current Textual Information Extraction algorithms, identifying areas for improvement • Led creation of data augmentation pipeline for unstructured data labeling, reducing labeling time by 40% • Built deep learning NER system for courier image information extraction, achieving 95% accuracy and improving data processing efficiency.

  • 1 Jahr und 2 Monate, Nov. 2017 - Dez. 2018

    Data Science Engineer

    Metis International Private Limited

    • Executed POCs for the banking sector, resulting in the development of new strategies. • Implemented a Cash Replenishment System, resulting in a 20% reduction in operational costs. Developed models using pytorch and tensorflow framworks. • Developed and implemented a customer 360-based Anomaly Detection system for broadband data, leading to a reduction in broadband theft. • Developed a License Plate Recognition System, which led to a 30% increase in recognition for the Islamabad Traffic Police.

  • 1 Jahr und 8 Monate, Nov. 2015 - Juni 2017

    Product Design Engineer

    Anzen Pvt Ltd

    • Led startup in the development of a Smart Home Solution/Facial Recognition-based Security System, achieving successful proofs-of-concept. • Smart Home Solution led to a 30% reduction in energy costs and improved security in tests. • Contributed to the development of a Facial Recognition-based Security System, leading to a significant reduction in security incidents in tests. • Represented the company at 4YFN Barcelona and Mobile World Congress in March 2017, increasing visibility and industry recognition.

Sprachen

  • Englisch

    Fließend

  • Urdu

    Muttersprache

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