Developer with 1 year and 5 months of professional experience in deep learning technologies employing yoloV5 with PY-Torch and yoloV4- darknet, who has completed over 15 projects. Also gained knowledge on machine learning techniques. Additionally, I spent one year and three months working on service now ticket assignment as a part of the HPE project's support team.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Systems Engineer
Infosys Limited
06.2022 - 08.2023
Systems Engineer - Stream: Sap-SD(Sales and Distribution):
Trained in sap-SD with internal certification
Released to the project management team which leads to handling the sap tools and delivering the project to the clients
Trained in sap S/4 Hana Logistics sales
I participated in the NRT team for the HPE project and worked with the service now tool and new relic dashboards like DCP, IF, AOCC, and S4
Software Engineer
iVIS International Pvt Ltd
01.2021 - 06.2022
I possess expertise in machine learning methodologies such as Neural Networks, Decision Trees, Classification, Regression, and Clustering.
Also possess understanding of model selection, model evaluation, data collecting, data pretreatment, cleansing, and preparation.
Giving analytics to international clients like restaurants, petrol stations, pharmacies, shopping centers, construction firms, and grocery stores by using computer vision object recognition and tracking on videos
Writing reusable code in accordance with client needs is one of my main duties, but I also test the public model for object identification, add tracking code to that program, and compare the manual count to the count provided by the public model
If the accuracy is adequate after receiving the findings, move forward with the public model
If the public model is unsuitable, a custom model can be created by gathering photographs from the relevant sites, categorizing the data, and starting the dataset with one's own data
I personally trained the custom model to acquire excellent accuracy using both yolov4 and yolov5- Pytorch to avoid such type of issues
Some public models are not suited to the gas stations and drive-throughs
For Company internal use, I made a paper model with yolov4- darknet
Major Projects:
Customer Analytics
Lanes Analytics
Drive-In Analytics
Waiting Time
Activity Analytics
Parking Analytics
Designed and implemented visually aesthetic user interfaces using React-Js
Implemented Prime-react, Bootstrap
Worked on a project closely with management for internal use
Major Project:
Asset Management Reports
Education
Master of Science - Artificial Intelligence And Robotics