Summary
Overview
Work History
Education
Skills
Projects/Publications
Certification
Affiliations
Accomplishments
Languages
Work Availability
Timeline
ResearchAssistant
Maryam Fatima

Maryam Fatima

Machine learning Engineer
Karachi

Summary

Maryam is actively seeking a challenging role as a mid-level Machine Learning Engineer. Her extensive experience in data engineering, machine learning, and NLP, combined with her enthusiasm for leading and collaborating with cross-functional teams, positions her to develop and deploy innovative ML solutions that drive business success. With a strong set of leadership skills and a proven ability to manage stakeholders effectively, Maryam is committed to achieving and surpassing organizational objectives while continuing to expand her expertise in the field of machine learning.

Overview

6
6
years of professional experience
50
50

Certifications

Work History

Machine Learning Researcher

Educational Gap
Karachi
06.2023 - Current

Dedicated time to independent research and preparation for prospective PhD studies, leveraging this period to delve into advanced learning and skill acquisition.

Completed rigorous coursework in prompt engineering and earned certifications in LLM engineering through Deeplearning.ai.

Aim to publish high-quality research papers or contribute to academic conferences in trust and safety AI, showcasing your understanding and advancements in this critical area

Software Engineer

10pearls, LLC
Karachi, Pakistan
02.2021 - 06.2023
  • Analyzed, identified, and resolved data issues and created an optimized model for an NLP web application, which increased the accuracy by 35%, and the company achieved 1 million in funding.
  • Automated the ETL CI/CD of data analysis, ingestion, and management of the clients NLP web application through Jenkins, which sped up the process for the client by 70% and increased their revenue by 500K.
  • Created algorithms to extract relevant information from unstructured data sources.

Data Scientist

Freelance
Remote, Pakistan
05.2020 - 01.2021
  • Performed exploratory analysis on large datasets using SQL and Python libraries such as Pandas, NumPy, Scikit-Learn, and Matplotlib.
  • Conducted feature engineering activities such as variable selection and transformation for building effective prediction models.

Graduate Research Assistant

Physics Department, UOK
Karachi, Pakistan
02.2018 - 10.2020
  • Conducted literature reviews and synthesized research findings in preparation for data analysis.
  • Published thesis and research regarding quantum cosmology and astrophysics in University's publication.
  • Provided guidance to undergraduate students working on independent projects related to the main research focus.

Education

Master of Science - Physics

University of Karachi
Karachi, Pakistan
11.2020

Bachelor of Science - Physics

University Of Karachi
Karachi, Pakistan
04.2017

Skills

  • Technical Documentation
  • Performance & Scalability Optimization
  • Virtualization: Tableau, PowerBI
  • Project Documentation: Confluence
  • Code Reviews
  • Requirements Documentation
  • Testing and Deployment
  • JIRA
  • Programming Languages: Python, R
  • Databases: Mysql, PostgresSQL, MS Sql
  • Scrum Methodology
  • Development Lifecycles
  • Operational analysis

Projects/Publications

  • ORGANIZER: Created an automated pipeline to organized the Download folder and transferred the files in different drive in a folder with sub-folders based on the extensions of the files.

Certification

  • Completed over 60+ courses on Coursera, LinkedIn, and DataCamp. Recently completed course on Generative AI by Google.
  • https://www.linkedin.com/in/smfatima/

Affiliations

  • Created courses for my company's educational website on Deep learning fundamentals and for Coursera on SQL.

Accomplishments

  • Nominated twice as a employee of the month because of above standard and exceptional performance

Languages

Urdu
First Language
English
Proficient (C2)
C2
French
Intermediate (B1)
B1

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline

Machine Learning Researcher

Educational Gap
06.2023 - Current

Software Engineer

10pearls, LLC
02.2021 - 06.2023

Data Scientist

Freelance
05.2020 - 01.2021

Graduate Research Assistant

Physics Department, UOK
02.2018 - 10.2020

Master of Science - Physics

University of Karachi

Bachelor of Science - Physics

University Of Karachi
Maryam FatimaMachine learning Engineer