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Venu Gopal Kadamba
Andhra Pradesh, India0 followers0 following
- About
- High School
- Bachelor's
- Target
- TOEFL
Male
Andhra Pradesh, India
Work ExperienceData Scientist
Perfios Software Solutions Pvt Ltd - Full Time
Dec 26, 2022 - Present · 3 yrs 7 mos
Maharashtra, India
Data Science Content Creator
CloudyML Pvt Ltd - Freelance
Mar 1, 2022 - Present · 4 yrs 5 mos
Andhra Pradesh, India
● Currently working on creating content on Data Science case studies.
● Created Data Structures and Algorithms for Data Science course.
● Worked on Seoul Bike Trip Duration Prediction project, and improved the results by 5% compared with the existing approach.
● Created and published 200+ videos on machine learning, deep learning on CloudyML course and their YouTube channel.
Data Scientist 1
Crowe LLP - Full Time
Jul 4, 2022 - Dec 25, 2022 · 6 mos
Andhra Pradesh, India
Researched and developed an NLP and computer vision-based module for tabular data extraction from tax documents.
Junior ML Engineer
Omdena - Part Time
Sep 28, 2022 - Nov 30, 2022 · 2 mos
Andhra Pradesh, India
𝐏𝐫𝐨𝐣𝐞𝐜𝐭: Democratizing Access to Maternal Care in Sub-Saharan Africa with Machine Learning
𝐂𝐥𝐢𝐞𝐧𝐭 𝐂𝐨𝐦𝐩𝐚𝐧𝐲: MobileUurka
● Our team developed an AI solution that lets a person send her matrix of data (related to personal health). The AI solution will predict the pregnancy risk
● I worked as a lead for the modeling task, my responsibilities involved managing the people under the modeling task, presenting the weekly updates, and researching and experimenting with different modeling techniques on the data.
Data Scientist Intern
Argoid Analytics Pvt Ltd - Internship
Feb 2, 2022 - Jun 17, 2022 · 4 mos
Andhra Pradesh, India
● Researched and developed a Distil BERT (transformers) based approach, to enhance the existing rule-based attribute extraction pipeline, that could extract product entities.
● Created a CRF LSTM python module for named entity recognition on fashion data using flair module, that could extract the product entities.
● Improved the speed of execution for browsing history-based recommendations code by 35% by using parallel processing and created a python module for the same.
● Created a python module that generates required data, from the raw ingestion data, for the search engine.
● Researched and developed a Distil BERT (transformers) based approach, to enhance the existing rule-based attribute extraction pipeline, that could extract product entities.
● Created a CRF LSTM python module for named entity recognition on fashion data using flair module, that could extract the product entities.
● Improved the speed of execution for browsing history-based recommendations code by 35% by using parallel processing and created a python module for the same.
● Created a python module that generates the required data, from the raw ingestion data, for the search engine.
Data Science Intern
CloudyML Pvt Ltd - Internship
Sep 15, 2021 - Oct 16, 2021 · 1 mo
Andhra Pradesh, India
Mentor in Data Science
Technocolabs Softwares - Part Time
Jun 22, 2021 - Aug 18, 2021 · 2 mos
Andhra Pradesh, India
Machine Learning Research Intern
Neuratree Technologies - Internship
Nov 30, 2020 - Mar 21, 2021 · 4 mos
Andhra Pradesh, India
● Researched and created a custom Marathi Word Sense Disambiguation Application using PyQt5, Natural Language Processing, and Deep Learning Techniques.
● Researched and created a medical document classification and data extraction system / Flask API that uses a hybrid approach for document classification (with 98.8% F1-Score), and Bi-LSTM for entity extraction (with 98.6% F1-Score).
● Created a Waste Classification system using transfer learning techniques and Machine Learning.
● Performed artificial anomaly insertion and Anomaly Detection on 21 days of Satellite Data, collected at each second of the day, using LSTM.
● Skills: Python, Tensorflow, Keras, Pytorch, PyQT5, Flask, CNN, LSTM, Git, Named Entity Recognition
Data Science Intern
Technocolabs Softwares - Internship
Aug 25, 2020 - Oct 10, 2020 · 2 mos
Andhra Pradesh, India
● Applied various Data Analysis Techniques for analyzing the credit card data of thirty thousand customers and used advanced Machine Learning Algorithms with hyperparameter Tuning to make a predictive model to predict whether an account has defaulted.
● Worked on ASL (American Sign Language) Recognition using Convolutional Neural Networks.
ProjectsVenu Gopal Kadamba has not added any project yet.
Research PapersVenu Gopal Kadamba has not added any research paper yet.
VolunteeringVolunteer
at National Service Scheme
Jan 8, 2019 - Jun 30, 2022
Social Services
President
at Codechef Student Chapter GMRIT
Apr 12, 2021 - Jun 30, 2022
Education
Secretary
at ACM (Association for Computing Machinery) GMRIT
Jun 14, 2019 - Jun 30, 2022
Education