Deepak G Kumar is a Data Scientist with over 14 years of IT experience, including 8+ years in data analytics. He possesses advanced understanding of statistical and analytical techniques, with significant expertise in machine learning and big data analytics. His experience includes leading teams and developing solutions for object detection, predictive failure analysis, and cross-sell strategy development.
Experience
Manager, Data science
DXC Technology India Pvt Ltd
Managed a team of 16 engineers, collaborating with service delivery organizations on project pipelines and resource management. Key projects included developing human activity detection using YOLO and migrating to Amazon Rekognition; building a machine failure detection system using XGBoost and Decision Trees; predicting service restoration time using Python ML techniques; and developing a big data failure report system using Spark and TF-IDF.
Delivery Specialist
Dell EMC India Pvt Ltd
Planned and implemented SAS solutions for customers, migrating reporting from legacy toolsets. Performed SQL queries in Oracle and wrote SAS programs for ad-hoc analysis. Also helped build big data Hadoop systems and developed workload planners for infrastructure migration.
Sr. System Engineer
Computer sciences corporation
Delivered systems on platforms including UNIX, LINUX, Vmware, SAN & NAS, ensuring seamless production for the customer.
Associate delivery specialist
EMC India Pvt Ltd.
Assisted architects in analyzing EMC products installed at customer sites and providing recommendations and scope for additional services/products.
Sr. System Engineer
Infosys Technology Ltd
Worked on Linux/Solaris operating systems and performed NAS/SAN based storage activities. Automated repetitive tasks using UNIX shell-based scripts.
Education
Great Lakes Executive Learning
PGP-ML
IIM Calcutta
APDS01
SMK Fomra Institute of Technology
B.E/E.E.E