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magesh-technovator/README.md

AI Engineer, Tech Geek, and a Passionate Programmer!

Hi, I'm Magesh — AI Engineer Focused on building real-time AI solutions.

medium magesh-technovator github magesh-technovator linkedin magesh-technovator

Hats:

Current Role: Senior AI Consultant @AstraZeneca - AI/NLP/MLOps for research in Pharmaceutical Industry

Machine Learning Engineer @yougroup.io - NLP, Data Infra for Tourism Metasearch

AI Engineer @Concord - NLP, Computer Vision for Document Intelligence

Computer Vision Engineer @WIPRO - ADAS L3

ML Engineer @WIPRO - Fullstack Datascience

AI Solutions:

Tourism Industry:

NLP: Multi-lingual Sentiment Analysis on Tourism Data

NLP: Semantic Similarity / Search on Tourism Data

NLP: Machine Translation

CV: User Demographics Analysis(Age, Gender)

Document Intelligence Solutions:

NLP: NER and Text Classification on Scanned Healthcare Documents

CV: Layout Analysis, OCR and Table Extraction from Scanned Documents

ADAS Solutions:

CV: Object Detection, Lane Segmentation, Traffic Sign Recognition

Skills:

Deep Learning || NLP || MLOps || Computer Vision || Datascience

ETL || PySpark

Pytorch || Tensorflow || Transformers || spaCy || OpenCV

Serverless || Airflow || Docker || Microservices || Kubernetes

AWS || Azure || GCP

Familiar AI Tasks:

Natural Language Processing:

Named Entity Recognition

Semantic Search

Machine Translation

Text Classification

Computer Vision:

Optical Character Recognition (OCR)

Segmentation

Object Detection

Image Classification

Love To:

CODE, Read Books

Understand Human Brain, Psychology

Build Products

Open-source Tech Hacks

Read & write TECH BLOGS

AI Blogs:

Artificial Intelligence and the evolution of Homo Deus --Insights on How AI is impacting billions of Lives today

How businesses use AI to thrive in the digital economy --A Comprehensive survey on business use cases of AI and how AI is impacting lives of billions

How far are we from replicating the Human Brain into a Computer? --Introduction to astounding facts about the Human Brain and comparing them with recent advancements in AI

CV Blogs:

Everything You Need to Know About Image Segmentation --A Comprehensive survey on Image Segmentation

Semantic Segmentation using DeepLabV3

OCR:

Scene Text Detection In Python with EAST and CRAFT

Improving OCR Accuracy with Image preprocessing

NLP Blogs:

Topic Modeling: Art of Storytelling in NLP --Survey on Topic Modeling LSA, pLSA, LDA with implementation in python

Multi-label text classification --Survey on Multi-label text classification, with detailed explanation and implementation of various Machine algorithms, problem transformation and evalution metrics

Pinned

  1. bio-medical-clinical-ner bio-medical-clinical-ner Public

    Collection of bio-medical and clinical ner models in spacy, stanza, flair with some utility files

    Python 4 1

  2. awesome-ai-applications awesome-ai-applications Public

    A Comprehensive survey on business use cases of AI that help them thrive in the digital economy

    7

  3. Text_Classification_Deep_Learning_Pytorch Text_Classification_Deep_Learning_Pytorch Public

    This repository consists of various deep learning based text classification models. It's more of a plug and play type. Designed in a way that you can customise these projects with little or no effo…

    Jupyter Notebook 3

  4. image-captioning-model image-captioning-model Public

    Image Caption Generator with Streamlit UI

    Python

  5. feature-matching-opencv-python feature-matching-opencv-python Public

    Image key points Extraction, Description, Feature Matching

    Python 20 8

  6. stock-market-analyzer-python stock-market-analyzer-python Public

    Package to Analyze stock market sentiment, news and stocks swot analysis

    Jupyter Notebook 3