Projects

Projects Handled

Detecting, Tracking for Apple Fruits and Optimizing the Path for Plucking of Apples by Robot

Highlights: Object Detection, YOLO, Faster RCNN, Open CV, Labeling, Tensorflow2.0 API,

Deep SORT

Language: Python

Link of Video: www.linkedin.com/posts/artenal1_apples-detection-activity-6763898200643510272-vky0

Natural Language Processing /Classification of Emails based on Inappropriate Content

To avoid effect on organizational negative environment.

Highlights: NLP, Data Cleaning, EDA, NLTK, Bag of word, TFIDF, Bayesian Classifier, Classification, Random Forest, Neural Network, Imbalanced Data, SMOTE, Model Performance, Model Deployment, Flask

Language: Python

Link: github.com/amitdivekar30/Email_Classification_deployment

Topic Mining & Exploratory Analysis for improving the Resource Allocation, Content Modification & Service Improvement.

Highlights: Data Parsing, Data Preparation, Structured and unstructured data segregation, EDA, Text cleaning, Topic Modelling, LDA

Language: Python

Link: https://github.com/amitdivekar30/-Topic-Mining-Exploratory-Analysis

Modeling and Control of a Quarter Car Suspension with Seat-Driver System

Highlights:

Modelled Quarter Car system using Lagrangian Principle and Newton’s Law. LQR, Fuzzy Logic, Fuzzy-PID and PID controllers applied and compared to reduce human body vibrations.

Implemented using MATLAB(M Scripting), Simulink (Sources, Sinks, Signal Routing, Continuous, Mathematical Operators, Algebric blocks), SimMechanics, System Identification, Response Optimization, Control System, Fuzzy Logic etc. toolboxes.