Frinks Digital Technologies

• Developed a model using OpenCV, Yolov5, and OCsort which can count, track and inspect bags on a conveyor belt passing through the loading area
• Built a real-time Computer Vision model using Yolov5, U2Net, and OpenCV to automate the manual quality inspection by checking the presence of different parts with their dimensions
• Developed a weak supervision solution to automate the Data Labeling process using YOLOv5, which reduced the manual work by up to 75%
• Created SOP for data creation
• Created pipeline for frame extraction, frame analysis, frame selection, and annotation of frames

Machine Learning Engineer

ResoluteAI.in

• Worked as a team lead on a project regarding template matching using Siamese Network
• Worked as a team lead on a project which is about multi-camera people-tracking 
• Built a model which can calculate various traffic parameters by detecting, counting, and tracking vehicles
• Created a stock market forecasting model using LSTM
• Built a U-Net model for defect detection
• Performed EDA on 6 months of data to analyze delivery truck loading and dispatch patterns
• Trained a custom YOLOv4 object detection model for object detection and counting project in the manufacturing industry 
• Worked on Frame Extraction, Frame Selection, and Annotation tasks.

Upwork

- Sentiment Analysis
- Text Classification
- Image classification
- Object detection
- Clustering
- Regression

Data Scientist

The Sparks Foundation

Data Science & Business Analytics intern

Century Real Estate Holdings Private Limited 

-  Quality checking
-  Project progress tracking, 
-  Preparation of monthly & weekly reports

Site Engineer

- Learned the importance of contract agreement.
- Learned the construction methodology of various layers of flexible pavement.
- Learned how an organization works and their inter-departmental relationships.
- Done a case study on Change Of Scope of Malda Bypass.

Summer Intern

Mackintosh Burn Ltd

-Got the field exposure and learned how an organization works and gained knowledge
 about various departments in the construction project.
    - Importance of Safety
    - Importance of Communication at site
    - Importance of Coordination

Taplio

Deepak Pradhan's Linkedin Analytics

Deepak Pradhan

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