Profile

Allena Venkata Sai Abhishek

AI Engineer | Deep Learning Researcher | Google Scholar | Kaggle Master | LJMU | IIIT | VIT | Data Science | HPE |Blaize|AAP|KPMG|VSP | Leetcode#4200 | IEEE CS | GAT-AIR#1 | Quora 600K+ | University Topper

0.6

Years of Experience

Education

liverpool john moores university, iiit bangalore, gandhi institute of technology management gitam university visakhapatnam, udacity, vit, bgkv saltlake kolkataindia, dav public school unit8 bbsr

Companies

kaggle, kaggle, kaggle, kaggle, kaggle, kaggle, liverpool john moores university, international institute of information technology bangalore, liverpool john moores university, international institute of information technology bangalore, blaize, gandhi institute of technology management gitam university visakhapatnam, kpmg, softclique technologies, aam aadmi party, hewlett packard, niit, niit

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Experience

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    2023 - Present

    kaggle

    Kaggle Master

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    2022 - 2023

    kaggle

    Kaggle Notebook Expert

    ● 𝗚𝗹𝗼𝗯𝗮𝗹 𝗥𝗮𝗻𝗸: 520 ( of 300611) ● Over 200+ Clean Well commented Notebooks on Data Science, Deep Learning, Computer Vision, and NLP

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    2022 - 2023

    kaggle

    Kaggle Dataset Expert

    ● 𝗚𝗹𝗼𝗯𝗮𝗹 𝗥𝗮𝗻𝗸: 140 of 100,122 ● Created 50+ Datasets by scrapping unstructured data like text & image data from various sources, and converting it into a structured format using data cleaning. ● Datasets are for the field of Data Science, Deep Learning, Computer Vision, & NLP

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    2022 - 2023

    kaggle

    Kaggle Discussion Expert

    ● 𝗚𝗹𝗼𝗯𝗮𝗹 𝗥𝗮𝗻𝗸: : 40 of 380,444 ● Leveled up to Kaggle Expert just in 4 days.

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    2022 - 2022

    kaggle

    Kaggle Contributor

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    2022 - 2022

    kaggle

    Kaggle Novice

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    2022 - 2022

    liverpool john moores university

    NLP Researcher

    ● Developed multiple NLP end-to-end applications while collaborating with fellow research scholars and classmates

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    2022 - 2023

    international institute of information technology bangalore

    Deep Learning Researcher

    ● Worked on multiple deep-learning projects

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    2022 - Present

    liverpool john moores university

    Computer Vision Researcher

    ● Developed multiple computer vision end to end MLOps applications while collaborating with fellow research scholars and classmates

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    2022 - 2022

    international institute of information technology bangalore

    Machine Learning & Data Science Researcher

    ● Worked on implementations of various Data Science & ML algorithms on multiple datasets. Developed MLOps pipelines

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    2021 - 2022

    blaize

    Research And Development Engineer

    Being a research and development Intern (ML & Deep learning) of the Intelligent Systems Research department led by Mr. Deepak Bijalwan & Mr. Laxminarayana P. 1. Designed & Built an Image Augmentation Library API for AI Studio using Flask-restful with an efficient low computational cost. Unit tested it vigorously. Smoothly Integrated the API to AI Studio. 2. Developed an efficient and fast Gesture Recognition model using various Deep learning models like GRU, LSTM, and Transfer learning by video capturing with 30 fps for a laptop that can recognize 5 different gestures that will help users control the laptop without using a mouse or keyboard. 3. Dataset format conversions to COCO format and metadata generation.

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    2020 - 2022

    gandhi institute of technology management gitam university visakhapatnam

    Research Scholar - Deep Learning, Machine Learning & Data Science

    • MTech in Data Science ( University Topper ) • Published 8 research papers in Scopus-indexed journals 1. IJRAR - “Augmented Balanced Image Dataset Generator Using Augstatic Library” 2. JETIR - “AugStatic - A Light-Weight Image Augmentation Library” 3. IJREAM - “Deep PCB to coco convertor” 4. IJERT - “Detectron2 Object Detection & Manipulating Images using Cartoonization” 5. IJCRT - “Resnet18 Model with Sequential Layer for Computing Accuracy on Image Classification Dataset” 6. IJARET - “Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation” 7. IJIRT - “Augmentation Techniques Analysis with the removal of Class Imbalance using PyTorch for Intel Scene Dataset”

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    2020 - 2020

    kpmg

    Artificial Intelligence Engineer

    1. Analysed customer-level data of a leading telecom firm and built precision predictive models to identify the high risk of churning customers and the critical indicators of churns. 2. Built a fast API app with an efficient multiclass melanoma detection model using a custom CNN with an accuracy of 91.75%. It can evaluate images and alert dermatologists about the melanoma's presence, reducing much manual effort needed in diagnosis.

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    2019 - 2020

    softclique technologies

    Deep Learning Engineer

    I am doing a virtual task-based internship in the field of Data Science in Softclique Technologies Pvt. Ltd. in collaboration with Yeag Technologies and Refer Hiring. Worked on the following projects 1) a data science project using python and 2) Java-based web development project using SQL & Data Analytics

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    2019 - 2019

    aam aadmi party

    Data Scientist

    1. As a member of the Data Analytics Cell of the national political party, efficiently extracted data using python and various libraries such as Numpy, Matplotlib, etc. 2. Improved the success rate by 18% and crucial factors of marketing campaigns for target audience based on big data analytics using python & the basics of statistics and present all data in the presentable form such as pie charts & graphs, etc. using python.

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    2019 - 2019

    hewlett packard

    Deep Learning Researcher

    1. Efficiently improved the accuracy of the object detection model by 10% by designing a custom-built neural network model over CNN & ResNet18 model for multiple datasets for the HPE’s AI studio platform. 2. Deployed an efficient ML Pipeline for image classification while making the insights interpretable for effective decision-making with Explainable AI.

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    2019 - 2019

    niit

    Digital Marketing workshop

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    2019 - 2019

    niit

    Education Training

    I have enrolled for Core java, Advance java and python for Data Science & Exploration certifications & participated and won 1st prizes in hackathons on a website created based on the front-end development on 06 June 2019. ==>And the GitHub link is- https://github.com/avs-abhishek123/MyWebsite-Frontend

Experience

127 Skills

Algorithms

Algorithms

Algorithms

Amazon Web Services (AWS)

Analytical Skills

Application Programming Interfaces (API)

Artificial Intelligence

Artificial Intelligence (AI)

Bash

C++

Cascading Style Sheets (CSS)

Communication

Communication

Communication

Computer Science

Computer Science

Computer Vision

Computer Vision

Computer Vision

Convolutional Neural Networks (CNN)

Convolutional Neural Networks (CNN)

Convolutional Neural Networks (CNN)

CUDA

CUDA

CUDA

Data Analysis

Data Cleaning

Data Science

Data Science

Data Scientist

Data Structures

Data Structures

Data Structures

Deep Learning

Deep Learning

Deep Learning

Django

Front-end Design

Front-end Development

Git

Github

GitHub

Guitar Playing

Hadoop

HTML

Image Processing

Image Processing

Image Processing

Java

JavaScript

jQuery

JSON

Keras

Keras

Keras

Leadership

Learning

Learning

Linux

Machine Learning

Machine Learning

Machine Learning (ML)

Management

Microsoft Excel

Microsoft Office

Microsoft PowerPoint

Microsoft Word

MongoDB

MySQL

Natural Language Processing (NLP)

Natural Language Processing (NLP)

Natural Language Processing (NLP)

Network Security

Networking

Neural Networks

Neural Networks

Neural Networks

Node.js

NumPy

Object Detection

Object Detection

Object detection

Object-Oriented Programming (OOP)

Object-Oriented Programming (OOP)

Object-Oriented Programming (OOP)

OpenCV

OpenCV

OpenCV

Pandas

Pandas (Software)

Pandas (Software)

Pandas (Software)

Pattern Recognition

Pattern Recognition

Pattern Recognition

Predictive Analytics

Predictive Modeling

Project Management

Python

PyTorch

PyTorch

Pytorch

r programming

React.js

Regression Models

Reinforcement Learning

Reinforcement Learning

Reinforcement Learning

Research

Research Scientist

ResNet

REST API

Robotic Process Automation (RPA)

Scikit

Scikit-Learn

Scikit-Learn

Scikit-Learn

Statistics

statistics

Team Leadership

TensorFlow

TensorFlow

Tensorflow

Vision

web development

WinSCP

Written Communication

Education

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    2022 - 2023

    liverpool john moores university

    Master of Science - MS

    Machine Learning & Artificial Intelligence Spl. in Advanced Computer Vision and Advanced NLP

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    2022 - 2023

    iiit bangalore

    Advanced Postgraduate Degree

    ML & AI with specialization in Deep Learning

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    2020 - 2022

    gandhi institute of technology management gitam university visakhapatnam

    Master of Technology - MTech

    Data Science

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    2018 - 2018

    udacity

    Web Development Nanodegree

    Computer Science

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    2016 - 2020

    vit

    Bachelor of Technology - BTech

    Computer Science

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    2012 - 2015

    bgkv saltlake kolkataindia

    Student

    Science

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    2003 - 2011

    dav public school unit8 bbsr

    Student

    General Studies

Colleagues at kaggle

Bochra BEN JABALLAH

Kaggle Notebook Expert

imgPhoneimgEmail

Sahil B.

Data Science Contestant

imgPhoneimgEmail

Dhruv Aggarwal

Machine Learning Mentor

imgPhoneimgEmail

DIVYA PRAKASH SINGH

Kaggle Notebooks Expert

imgPhoneimgEmail

Harsh Ghadiya

KaggleX BIPOC Program Mentor 2023

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Others named Allena

Allena Venkata Sai Abhishek

Kaggle Master

 at kaggle

Allena C

Talent Acquisition Specialist

 at kaggle

Colleagues at kaggle

Mohammad Naif

Kaggle Notebooks Expert

imgPhoneimgEmail

Mohd Muttalib

kaggle competitions contributor

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Colleagues at kaggle

Anjali Jain

KaggleX BIPOC Mentee

imgPhoneimgEmail

Bochra BEN JABALLAH

Kaggle Notebook Expert

imgPhoneimgEmail

Sahil B.

Data Science Contestant

imgPhoneimgEmail

Dhruv Aggarwal

Machine Learning Mentor

imgPhoneimgEmail

Show more