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Fahad Qureshi

Data Scientist

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About Me

Data scientist with experience in developing and implementing Machine and Deep learning models, leveraging big data technologies, and delivering data-driven insights to decision-makers. Proficient in Python, SQL, and R, with ability of improving model accuracy through feature engineering. Experienced in Huawei-Jazz for optimization, monitoring and analyzing Kpis. Highly skilled and motivated using big data and data visualization tools such as Hadoop, Apache Spark, Power-BI, Tableau, Excel to communicate complex findings to stakeholders.

Experience

Fiver, UpWork, Guru.com

Freelancer

MACHINE/DEEP LEARNING
  • I have developed a fraud detection model in financial system (Blockchain Transaction) by firstly visualizing and detecting patterns from graph with the help of NetworkX and Neo4j.
  • I have develop a predictive model for cryptocurrencies using historical data, utilizing time-series analysis and RNN models to forecast future prices.
  • One of my notable projects involved image classification, CNN model by implementing transfer learning and data augmentation techniques.
  • I have also developed a predictive model for cryptocurrencies using social media sentiment analysis, utilizing Machine Learning models i.e. Naïve Bayes, SVM and Decision Tree.
  • One of my other projects of transformer learning using RNN based on natural language processing is text prediction of news headlines using GPT model.
  • My ability to effectively communicate technical concepts to non-technical stakeholders has allowed me to effectively deliver projects that meet their requirements.
  • Experienced with latest AI research using LLM.
  • Data Visualization/Analytics
  • As a freelancer, I have extensive experience in data visualization using Python, Power-BI and Tableau.
  • My expertise in libraries such as Matplotlib, Seaborn, NetworkX and Plotly enabled me to deliver visually appealing and informative visualizations to clients.
  • I have successfully delivered projects that involved creating interactive dashboards and visualizations to provide insights of complex data sets.
  • Provided Run analysis for yearn finance that digs into on chain data.
  • Analyze and create a model to forecast the crypto percentage growth of top coins listed in yfinance.

Huawei-Jazz

RF Engineer

  • RF parameter audit, optimization, evaluation, Monitoring and KPI analysis for 2G,3G,4G cells to improve coverage and accessibility.
  • Maintaining database of whole network sites of all technologies that help to get fresh data for optimization process.
  • Upgradation of 4G into 5G, u2000 server to u2020:
  • Analysis of kpis of update server for maintaining the Throughput, PS call, CS calls, HHO, TA. Data Analysis Sharing 2G, 3G, and 4G benchmarksby analyzing different kpis & highlighting issues to maintain credibility of network sites.

Education

Pak Austria Faccoschule Institute of Applied Sciences & Technology

Oct 2021 - July 2023

Masters in Data Science

University of Engineering and Technology Peshawar

Sept 2015 - Oct 2019

Bachelor in Electrical Communication Engineering

Projects

Machine Learning

Machine Learning projects with different Algorithms implentation

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Project Name Here

Deep Learning

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Programming Skills

Software Skills

Analytical Skills

Certificates

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