Muhammad Abrar Khalid
Angestellt, Data Scientist, i2c Inc
Islamabad, Pakistan
Über mich
I am a seasoned data professional with experience as a Data Scientist and Data Analyst. I have expertise in Machine Learning, Natural Language Processing, Deep Learning, and Business Intelligence tools. I have a strong analytical mindset and track record of delivering insightful and impactful solutions to real-world business problems. My technical skills include Python, Scala, SQL, and various BI tools like Power BI, Tableau, and more. I am a collaborative team player and always looking to leverage my skills and knowledge to drive positive change and deliver value to stakeholders.
Werdegang
Berufserfahrung von Muhammad Abrar Khalid
Bis heute 3 Jahre und 4 Monate, seit Juni 2021
Data Scientist
i2c Inc
As a Fintech Data Scientist, I have expertise in data technologies like Python, Deep Learning, SQL, and Scala. My work helped clients by generating reports to analyze customer transactions, identifying key features for an AI fraud prevention model, and reducing fraud losses by $150,000. I also improved Deep Learning efficiency by 60X through distributed GPU computing with Horovod and developed a customized fraud prevention model.
11 Monate, Juli 2020 - Mai 2021
Machine Learning Engineer
Sigma Square
I developed a semantic search application using NLP techniques, aimed at reducing assessment time for lawyers in the insurance industry. I extracted KPIs using NER and employed LSH to find similar accidents. The project utilized Python, PyTorch, TensorFlow, FastAPI, HuggingFace, and Docker.
1 Jahr, Aug. 2019 - Juli 2020
Research Assistant
Knowledge Discovery and Data Science
Project Goal: Identify problem statement from the literature in the field of graph mining. Solution: Proposed a methodology to reduce the reconstruction error from a summarized graph, We proposed a pattern based corrections methodology to maintain the only important corrections. Result: We were able to achieve less reconstruction error(false positive edges) rate from a summarized graph with the help of pattern based corrections. Tools: Python, MATLAB, NetworkX, iGraph, Pandas, Numpy.
1 Jahr und 4 Monate, Juni 2017 - Sep. 2018
Business Intelligence Consultant
Hive Worx
As a BI Consultant, I designed complete BI semantic layers, developed SQL procedures, and met deadlines while achieving client expectations. I worked with multiple BI tools like Tableau, Power BI, and MicroStrategy to improve business performance.
6 Monate, Sep. 2015 - Feb. 2016
ERP Developer
MicroMerger
Worked on the development, support, maintenance and implementation of a complex project module. Performed technical scoping studies, requirement gathering and suggesting technical solutions. Worked under pressure and able to perform demo, project documentation and implementation.
Build apps and demos. Demonstrate the newest technologies and host tech events on our campus. Acquire the tools and training to lead technology discussion on our campus. Build apps
Sprachen
Englisch
Fließend