Muhammad Umer Javed
Angestellt, Senior Data Scientist/Engineer, Txend
Über mich
As a Data Scientist with over 6 years of experience, I have developed a deep passion for the field of Machine Learning, Deep Learning and Computer Vision. My expertise lies in building predictive models and solving complex business problems using data-driven insights. I have a strong foundation in statistics, mathematics, and programming languages such as Python, R, and SQL. This allows me to manipulate, clean and preprocess data, as well as to build and optimize machine learning models. I have worked with a variety of machine learning algorithms including regression, classification, clustering, and time series forecasting. Moreover, I am well-versed in building end-to-end data pipelines, which involves data ingestion, preprocessing, feature engineering, model training, and model deployment. I have used various tools such as Apache Spark, TensorFlow, Keras, and PyTorch to build scalable and robust pipelines.
Werdegang
Berufserfahrung von Muhammad Umer Javed
Bis heute 2 Jahre und 9 Monate, seit Sep. 2021
Senior Data Scientist/Engineer
Txend
Docker · Keras · Amazon Web Services (AWS) · Google API · Amazon EC2 · Amazon S3 · Amazon Dynamodb · Apache NiFi · Apache ZooKeeper · Pandas (Software) · Python · Apache Spark · Apache Kafka · AWS Lambda · Selenium · SQL · Optical Character Recognition (OCR) · Video Analytics · FastAPI · PySpark · Data Scraping · AWS SageMaker · AWS Text Extract · Machine Learning · Data Analysis · Python · TensorFlow · Github · PostgreSQL · Linux
2 Jahre und 3 Monate, Juli 2019 - Sep. 2021
Lead Data Scientist
Go One Global
Docker · Google API · Apache ZooKeeper · Pandas (Software) · Python · Apache Spark · Apache Kafka · AWS Lambda · Flask · Selenium · Apache Airflow · SQL · PySpark · Data Scraping · Machine Learning · Computer Vision · Data Analysis · Python · Github · PostgreSQL · Linux · Natural Language Processing (NLP)
5 Monate, März 2019 - Juli 2019
AI Researcher
Afiniti
Confu is an emerging startup initiated by Zia Chishti (CEO: Affinity). Their idea is to introduce a Conferencing app that could minimize the cost of conferencing equipment like CISCO mics and other VOIP peripherals. there this app brings a seamless procedure for conducting the daily meeting in an organization with minimal setup Skills: Docker · Keras · Amazon Web Services (AWS) · Amazon EC2 · Python · Machine Learning · Python · TensorFlow · Github · Linux
7 Monate, Sep. 2018 - März 2019
Computer Vision Scientist
Windojo
Advertelligent is an emerging company in the field of AI with the idea of business intelligence and retail analytics. I have worked on a series of projects with the implementation of different algorithms related to the field of Image Processing, Computer Vision, and Machine Learning. Algorithms that are implemented Skills: Keras · Amazon Web Services (AWS) EC2, S3 · Amazon Dynamodb · Python · SQL · OCR · Machine Learning · Computer Vision · Data Analysis · Python · TensorFlow · Github · Linux · DSP
Ausbildung von Muhammad Umer Javed
2 Jahre und 1 Monat, Nov. 2015 - Nov. 2017
Computer Science
PIEAS