Mohammed S. Email & Phone Number

Saudi Arabia

Riyadh

• Achieved 25% accuracy over traditional methods for classifying customers for campaign leads through classification model. • Prepared data for Model building through various methods including dimensionality reduction, Imputing and data transformation.• Implemented Grid-Search and K fold validation for estimating the best values for hyper parameters.• Built Visualization code using GGPLOT, SEABORN, MATPLOTLIB and PLOTY for better interpretability.• Currently working on pattern recognition on customers reaction to offers dataset.

Banaglore,India

• Conducted applied research on real world problems in Artificial Intelligence including Semantic technology, Data Mining, Machine Learning etc. The focus of research was on Data Sciences including Pattern Recognition, Knowledge Management, Predictive and Prescriptive Analytics.• Worked On Pre-processing the Data through PCA and K Mean clustering applied stacking of models to achieve better prediction accuracy.• Programmed Custom Map Reduce jobs to cleanse data from data lake and loaded to Database using SQOOP. POC on Recommender Engine using User-Based Collaborative Filtering for Product Suggestion• Worked on reducing the model complexity and computational complexity.

Kuala Lumpur, Malaysia

• Inferred Rules to profile customers for loan defaults from historical data.• Created Data Lake by extracting customer's data from various sources into HDFS. This includes data from TERADATA, Mainframes, RDBMS,CSV and Excel.• Analyzed data to create supervised learning predictive models and outliers detection models to detect money laundering in bank transaction records.• Built Risk and Compliance data marts for reporting usage.• Developed an ingestion module to ingest data into HDFS from heterogeneous data sources.• Hive to run map reduce on top of this HDFS data.• Developed complex ETL codes, stored procedures, functions and UNIX shell scripts.

Kuala Lumpur, Malaysia

MIMOS BHD being Malaysia's The research and development organization always given me chance to come up with new methodologies for data-warehousing implementations not limiting me for the particular technology. Working with MIMOS was always fun as I am always given with fair opportunity to put forth my point of view in the architecture of the project, which inspired me to learn and implement new things. It made me stretch my arms to learn and adopt but not limited to Big Data, shell scripting, Pentaho, MI morph, Teradata, oracle, DB2, SQL server, BI, Data modelling etc., worked on POCs like MOH (Ministry of Health) & DOS (Department of services) etc. and managed to get projects, though faced problems in digesting new technologies and implementing them in very tight timelines, it added new skills to my pocket.

Kuala Lumpur, Malaysia

Worked on the ETL portion and been a part of most awaited project of Ambank Berhad, worked on various technologies(Datastage, Unix shell scripting, Zena, FTP, Batch scripts, etc) accepted new challenges & tight timelines and delivered the project on right time. Dealt with Business users to know their needs & requisites and understood the business to provide technical solutions as they expected. Given time to testing team to make them understand the code and helped them in writing test cases and executing the code. Also been a part of UAT (User Acceptance Test) and helped the business users to execute the code and helped them to verify the end results. last but not least been a part of deployment team to set the environment and migrate the code from Development environment --> TEST ---> UAT --> to Production environment and executed the code for testing purpose. Handled the different versions of the code by keep tracking the changes and the resources as well to synchronize the code during development process. When comes to Business, learnt Banking Domain and worked on the RETAIL and NON RETAIL Risk management system for credit cards and loan.

Bangalore, India

Designed and developed datastage parallel jobs, prepared LLD and unit test cases. worked with client company's (Target India pvt ltd) team and learned the retail domain, Done unit testing & fixed the bugs and managed to train new joiner's(freshers) and make a path for them to work easier.Worked on Performance tuning of Datastage Jobs to reduce executing time and provide results ASAP.

Bangalore, India

Learned and worked on Datastage, oracle ,personality development and had been a part of wonderful team , where i got chance to learn a lot and noticed a growth in my skills and personality.Being my first company it stood as concrete base for my growth and learning.

Bachelor In Engineering, Electronics And Communication

Associate'S Degree, Physics, Chemistry ,Mathematics And Biology

High School, Physics, Chemistry,Mathematics,Biology, History,Economics And Geography, First