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Hi , I'm Allena Venkata Sai Abhishek

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  • 🔭 I’m currently doing my 2nd Masters degree, i.e MS in ML & AI Spl. Adv. Computer Vision & Adv. NLP
  • 🏅 ◤BTech→MTech→Adv. PG→MS→PhD*◢
  • 🧑‍🎓VIT◆GITAM◆IGNOU◆IIIT◆LJMU
  • 🌱 I’m currently learning Generative AI, Adv. Computer Vision & Active Learning
  • 👯 I’m looking to collaborate on Computer Vision Projects

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A little more about me...

const Abhishek = {
  pronouns: "He" | "Him",
  code: [ Python, HTML, CSS, Javascript, SQL, React, GO lang, Rust, PHP, C++, Java],
  Python-Libraries: [Numpy, Pandas, Matplotlib, Seaborn, SciPy, Scikit-learn ( Sklearn ), Beautifulsoup, urllib, Selenium, Tweepy, Albumentations, Augmentors, Imgaug, scikit-image, Torchvision, Python Image Library ( PIL ), OpenCV, Detectron2, ImageAI ]
  Deep Learning Frameworks : [ Torch, PyTorch, Tensorflow, Keras, MXNet, Caffe ],
  Skills : 
      	Machine Learning Algorithms ( ML ):  
                 [ End-to-end ML Pipeline Development, Active Learning, Supervised learning, Unsupervised learning, Semi-supervised learning, Reinforcement learning, Classification, Binary Classification, Multiclass Classification, Regression, Linear regression, Logistic regression, Simple linear regression, Multiple linear regression, Regression analysis, Lasso regression, Ridge regression, Polynomial regression, K-nearest neighbors algorithm, Knn (K Nearest Neighbours), K Nearest Neighbour (Knn), Clustering, Cluster analysis, Hierarchical clustering, k-means clustering, Dbscan Clustering, Mean Shift Clustering, Decision trees, Decision-making, Decision tree learning, Bernoulli Naive Bayes, Logistic Regression, Naive Bayes classifier, Random forest, Support Vector Machines (SVM), XGBoost, Boosting, AdaBoost, Gradient boosting, ROC, AUC, R squared, RMS, Recall rate, Principal component analysis ( PCA ), Data Encoding, One hot encoding, FI Score ],
      	Deep Learning ( DL ): 
                 [ transfer learning neural models Convolutional Neural Networks (CNN), Recurrent neural network (RNN), Artificial neural networks (ANN), Neural Network (NN), Dimensionality Reduction, ResNet, Encoder, Decoder, Long Short-term Memory (LSTM), GRU, MLops, MLflow, Optimization, Normalizing Flows, Generative Models like GANs, Backpropagation, Gradient descent, Stochastic gradient descent, Activation Functions, Autoencoders, Encoder, Decoder, Regularization, Deep Learning Frameworks or Deep Learning Toolkits like Torch, PyTorch, Tensorflow, Keras, MXNet, Caffe ], 
      	Computer Vision / Image Processing: 
                 [ state-of-the-art algorithms Image classification Image localization Image recognition Image Detection, Image Analytics, Image Segmentation, Instance Segmentation, Object tracking, Image & Video Understanding, Manipulation and Synthesis, Video Analytics, Video Segmentation, YOLO, Single Shot Detector (SSD), Scale-invariant feature transform algorithm (SIFT), Viola-Jones, Mean-shift algorithm for fast tracking of object, feature-point extraction, Histogram of Oriented Gradients (HOG), Region-based Fully Convolutional Network (R-FCN), R-CNN, Mask R-CNN, Fast R-CNN, Faster R-CNN, RetinaNet, Blitznet Digital image processing in Remote Sensing, Image restoration, Image rectification, Noise removal, Destipping, Image Enhancement, Histogram Equalization, Image transformation, Image reconstruction, Geographic Information System ( GIS ), Geospatial data, Vector data model, Raster data model ],
      	Data Science:  
                 [ Business Analytics, Business Intelligence, Business Analysis, Risk Analysis Data Mining, Web Scraping, Web Crawling, Structured data, Unstructured data, Data Ingestion, Data Wrangling, Data Analysis, Data quality and validation, Data Analytics, Data Modelling, Relational modelling, dimensional modelling, ETL, Data frames, Feature Engineering, Panda Series, E-commerce Analytics, Marketing Analytics, Customer analytics, Google Analytics, manipulating/transforming data, model selection, model training, cross-validation, correlation, F-Test, T-Test, Chi square test, Deployment at scale, Data Preprocessing, Data Cleaning, Data wrangling, Data Warehousing, Exploratory Data Analysis ( EDA ) , Data Augmentation, Pattern Recognition, Critical and Analytic Problem Solving, Text Analytics, Market basket analysis, Data Visualization, Linear Algebra, Calculus, Statistics, Statistical Analysis, statistical modelling such as predictive modeling, churn analysis, time series forecasting, Autoregressive integrated moving average ( ARIMA ), Mathematics, Hypothesis Testing, R, ggplot, Gaussian Models, Bayesian models, graph analytics, KPIs, MS Excel, Dashboard, Tableau, text analytics, Audio Analytics, Scatter Plot, Word Cloud, Heat Map ],
      	Natural Language Processing ( NLP ) :  
                 [ Natural Language Understanding (NLU), Speech Recognition, Transformers, HuggingFace, T5 transformers, GPT3, , BERT, Spacy, Tokenization, Stemming, Lemmatization, Bag of words, Word2Vec, Universal Sentence Encoder, Entity Extraction ]
      	Cloud:  
                 [ Familiarity with AWS services related to AI/ML, Amazon Web Services, Amazon EMR, AWS Lambda, SageMaker, Machine Learning, IoT, Amazon DynamoDB, Amazon S3, Amazon EC2 Container Service, Green Grass etc. Data warehousing, Microsoft Azure Synapse, MS Azure Data lake Gen, Azure Data Storage, Google Cloud Platform ( GCP ), Workflow management engines or data-oriented workflow orchestration frameworks like Apache Airflow, Snowflake, Big data platforms like Apache Spark, Hadoop ]
      	Database:  
                 [ SQL, MySQL, PostgreSQL, DBMS ( Database management systems ), Microsoft SQL Server Management Studio, T-SQL ],
      	Tools/Environments:  
                 [ Code Editors like Visual Studio Code ( VS Code ), Google Colab, Jupyter Notebook, Distributed Systems, distributed computing, GPU, TPU ],
      	Research [Link]:  
                 [ Report Making, Scripting skills, Operations, Data Presentation Skills, Interpersonal Communication, Microsoft Office, Microsoft PowerPoint, Hands-on experience and project-based learning, Record of delivering large analytical solutions with business impact, Auditing, Applied Research, Effective Communicator ],
      	Web Development:  
                 [ API, API Integration, Rest API, CUDA, JSON, XAMPP, PHPmyadmin, Postman, HTML, HTML5, CSS, JavaScript, JSON, XML, Flask, Flask RESTful, GO, GOlang, Rust, Node JS, Chatbots, Web designing, Front end Web Development, CRUD application ],
      	Other:  
                 [ Object-oriented programming concepts (OOPs) Data Structures and algorithms ( DSA ), Code Refactoring, OO language, Python, C++, C, Algorithm Development, Open Source Projects, Django, Docker, Pyspark, Software Development Life Cycle ( SLDC ), debugging,  YAML, continuous integration and delivery (CI/CD) pipelines, Software development environment, Code management, Version Control System, GIT, bash, Github, Gitlab, Artificial Intelligence (AI), Agile Methodologies, Agile team environment, Test Automation Frameworks, A/B testing, Unit Testing, Windows, Linux, Ubuntu, Tmux, Screen, Linux server, WSL, Atlassian, Ticketing Software, JIRA, Invision, Confluence, Canva, Filmora, tinyML, Explainable AI, SHAP, Conversational AI tools - Kore.ai, Responsible AI ],
  challenge: "I am doing the #1000DaysOfCode challenge focused on Deep learning, Data Science, Computer Vision & NLP"
}

💻 Tech Stack :

Markdown Python LaTeX Anaconda MySQL Postgres SQLite Canva Pandas Plotly scikit-learn NumPy TensorFlow SciPy Trello Notion

Languages & Tools:

android aws bootstrap css3 hadoop heroku html5 javascript linux mongodb mysql nodejs photoshop php react tensorflow


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Documentation

ALLENA VENKATA SAI ABHISHEK's Projects

2d-snake-game-using-python icon 2d-snake-game-using-python

Before Running this program make sure that u have install requried module requried Module :- pygame , sys, random, copy, time. Install The Module using this command below pip install pygame Rest All all modules come pre-installed in python.. Hits the above command in your Window command prompt or terminal to install the Required Module Copy The code correctly Make Sure that you haven’t make any indentation or syntax error.

365datascience icon 365datascience

This Repo Contains all the exercise files for Data Science Course of 365 Datascience . The repo is split into the relevant folders & there is one exercise folder which contains all the files of that course. Don't forget to star it :D

aec-library-website icon aec-library-website

This is a College Library Website in which you can keep a record of all the books you have issued.

ai-virtual-mouse icon ai-virtual-mouse

Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera. Fingertip location is mapped to RGB images to control the mouse cursor.

ai_freelancing icon ai_freelancing

This is the code for "How to Do Freelance AI Programming" By Siraj Raval on Youtube

albumentations icon albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

app-ideas icon app-ideas

A Collection of application ideas which can be used to improve your coding skills.

argocd-vault-plugin icon argocd-vault-plugin

An Argo CD plugin to retrieve secrets from Secret Management tools and inject them into Kubernetes secrets

asl_to_english icon asl_to_english

Reads your hand signs and translates them to English words using Tensorflow object detection API

augmax icon augmax

[NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Zhiding Yu, Animashree Anandkumar, and Zhangyang Wang.

augstatic icon augstatic

AugStatic - A Light-Weight Image Augmentation Library

autofix icon autofix

Autofix is a fully responsive car service website, Responsive for all devices, build using HTML, CSS, and JavaScript.

avs-abhishek123 icon avs-abhishek123

Welcome to avs-abhishek123's GitHub repository! This space is dedicated to showcasing projects across a diverse range of technical fields including Machine Learning, Artificial Intelligence, Computer Vision, Natural Language Processing, and Web Development. Here, you'll find resources and projects that demonstrate my expertise and ongoing learning.

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