avdhootmukhedkar Goto Github PK

Hi there 👋 I'm Avdhoot Mukhedkar,

I am an enthusiastic Python Developer with four years of experience as a Data Scientist and Full-Stack developer. My day-to-day work revolves around data collection and organization, data preparation, constructing computer vision-based deep-learning models using various algorithms, and testing and delivering APIs and web apps on the cloud. I'm open to collaborating on interesting projects.

My skills include

Backend
Frontend
Libraries and Frameworks
Message Brokers
Cloud
Databases
OS & Tools

Work Experience

Job Name	Roles & responsibilities	Duration
Data Scientist	Train and deploy computer vision models and full stack web applications	May 2019 - June 2020
Freelance Full Stack Developer	Develop and deploy APIS/web applications on cloud	July 2020 - Present

Projects

Project Name	Skills used	Description
Customer Data Hub	Python, Flask, Kafka, Mongodb, Grafana	The project entails the creation of a core data infrastructure that can ingest, handle, and serve data. Deduplication, churn analysis, RFM analysis, segmentation, and micro-segmentation are some of the services it offers, making it a complete customer analytics solution.
RoboNegotiator	Python, Flask, Scikit-learn	RoboNegotiator connects two or more parties anonymously to close special price product deals through unbiased and expedited negotiations.
Face Recognition and Object Detection	Python, Dlib, OpenCV, Tensorflow	The project involves detecting plates and bowls from a live camera feed, as well as face recognition of the individual who places the utensils in the target area.
Object Detection and Tracking	Python, OpenCV, Tensorflow, RabbitMq	One of the world's largest automakers had a manufacturing plant in my neighborhood, employing over 500 people. All of these employees had access to the company canteen, which was managed on a contract basis within the company's premises. The company's stakeholders were concerned about the number of plates consumed daily and one reported by the contractor in his bill. To address this, I proposed a CCTV-based automated plate counting system that detected and tracked plates on a conveyor belt attached to the dishwashing area.
Smart City Object Detection	Python, OpenCV, Keras, Tensorflow, Flask	The project provides users with a simple, yet effective way to manage their household waste more efficiently, while also ensuring that their neighborhood's surrounding areas comply with waste management regulations. The projects' approach is to make everyone more accountable for their littering actions.
Personal Protective Equipment Detection	Python, OpenCV, Keras, Tensorflow, RabbitMq	The project entails detecting various types of PPE kit items such as a cap, mask, goggles, and gloves, as well as determining the approximate distance between detected people from the CCTV camera feed.
Customer Data Protection	Python, OpenCV, Keras, Tensorflow, Django	Detecting and recognizing employees/non-employees from webcam feeds, recognizing mobile devices, and reporting violations are all part of the project.
Corporate Gift Articles Web App	Python, Flask, MongoDB, Elasticsearch, Kibana	A full-stack web application for selling corporate gift items and keeping track of supplies.
Image processing pipeline for transfer learning using keras and tensorflow.	Python, OpenCV, Keras, Tensorflow	Python script to resize and organize images for training ,validation and test dataset.
Django Rest APIs development for integrating ML model with mobile app.	Python, OpenCV, Keras, Tensorflow, Django	Django Rest API for user authentication , object detection and classification.
Developing and bring APIS to production.	Python, Django, Flask, Docker	APIs for a weather app, a rental housing app, and job board, as well as docker images for all of them.
Python developent.	Python, Django	Configured user authentication and scheduled cronjob for database sync operation between Magento and ARMS platform.
Web application.	Python, Django	Web application to read multiple configuration files in csv format using dynamic form and render graphs as video stream.
Python Django Big Data Analytics SaaS Web App.	Python, Django, Vue, AWS	Customer Data Platform (CDP) built to help brick & mortar businesses understand who their customers are and how to best reach them.

Certifications & Achievements:

• Received Top Rated Plus Badge on Upwork for 100% Job Success in January 2022.
• "BUSINESS DIARY - An Interactive and Intelligent Platform for SME’s", International Journal on Recent and Innovation Trends in Computing and Communication, Volume 6 Issue 6, June 2018
• Deep Learning, a 5-course specialization by deeplearning.ai on Coursera.
• TensorFlow: Advanced Techniques by DeepLearning.AI on Coursera.
• TensorFlow: Data and Deployment by DeepLearning.AI on Coursera.
• DeepLearning.AI TensorFlow Developer by DeepLearning.AI on Coursera.
• Oracle workforce development program for core JAVA.(NIIT)
• Microsoft Technology Associate (MTA) for windows operating system fundamentals.
• Spoken tutorial project, IIT Bombay for C.

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