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

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

NLP: Multi-lingual Sentiment Analysis on Tourism Data

NLP: Semantic Similarity / Search on Tourism Data

NLP: Machine Translation

CV: User Demographics Analysis(Age, Gender)

NLP: NER and Text Classification on Scanned Healthcare Documents

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

CV: Object Detection, Lane Segmentation, Traffic Sign Recognition

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

ETL || PySpark

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

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

AWS || Azure || GCP

Named Entity Recognition

Semantic Search

Machine Translation

Text Classification

Optical Character Recognition (OCR)

Segmentation

Object Detection

Image Classification

CODE, Read Books

Understand Human Brain, Psychology

Build Products

Open-source Tech Hacks

Read & write TECH 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

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

Semantic Segmentation using DeepLabV3

Scene Text Detection In Python with EAST and CRAFT

Improving OCR Accuracy with Image preprocessing

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

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1. bio-medical-clinical-nerbio-medical-clinical-nerPublic

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

   Python 4 1

2. awesome-ai-applicationsawesome-ai-applicationsPublic

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

   12 1

3. Text_Classification_Deep_Learning_PytorchText_Classification_Deep_Learning_PytorchPublic

   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 4

4. image-captioning-modelimage-captioning-modelPublic

   Image Caption Generator with Streamlit UI

   Python 1

5. feature-matching-opencv-pythonfeature-matching-opencv-pythonPublic

   Image key points Extraction, Description, Feature Matching

   Python 22 9

6. stock-market-analyzer-pythonstock-market-analyzer-pythonPublic

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

   Jupyter Notebook 4