ASHOK KUMAR SAHU

Consultant

Bengaluru, Karnataka, India5 yrs experience

Most Likely To SwitchAI Enabled

Key Highlights

Over 3 years of hands-on experience in Data Science.
Expertise in Machine Learning, NLP, and Computer Vision.
Proficient in deploying models using AWS and MLOps.

Stackforce AI infers this person is a Data Scientist specializing in Machine Learning and NLP within the tech industry.

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Skills

Core Skills

Natural Language Processing (nlp)Machine LearningData Science

Other Skills

AWSAmazon Web Services (AWS)Beautiful SoupClassification algorithmsCloud ComputingData Pre-processing TechniquesData VisualizationData augmentationData cleaningDeep LearningGen AIGeo librariesHyper-Parameter TuningKerasMLOps

About

Experienced Data Scientist | Machine Learning | Deep Learning | NLP | Computer Vision | General AI With over 3 years and 3 months of hands-on experience as a Data Scientist. I've honed my skills in leveraging advanced technologies to derive meaningful insights from data. My passion lies in exploring the realms of Machine Learning, Deep Learning, Natural Language Processing (NLP), Computer Vision (CV), and General Artificial Intelligence (AI).

Experience

Capgemini

Consultant

Jun 2024 – Present · 1 yr 9 mos · Bengaluru, Karnataka, India · Hybrid

Wipro

Software Engineer

Apr 2022 – Apr 2024 · 2 yrs · Bengaluru, Karnataka, India

● Text Classification of data using NLTK, Machine Learning libraries, TF-IDF vectorizer, fine tuning with transformer models.
● Data cleaning, stop word removal, lemmatization, tokenization using NLTK and other machine learning libraries. Pandas have been used for EDA and feature engineering.
● Sentiment analysis has been done by using ML algorithms by classifying text data.
● Use of Name entity recognition concepts to extract names and organization name and use of data augmentation techniques and oversampling techniques on text data.
● Extraction of powerful words from text using TFIDF score.
● Use of geo libraries to extract geo data like countries, cities, latitude and longitude.
● Data extraction using beautiful soup from html, use of json files using python.

NLTKMachine Learning librariesTF-IDF vectorizerData cleaningPandasSentiment analysis+7

Mphasis

Software Engineer

Jun 2021 – Apr 2022 · 10 mos · Bengaluru, Karnataka, India · Hybrid

Involved in Data Pre-processing Techniques for making the data useful for creating Machine Learning models.
● Involved in creating various regression and classification algorithms by using various sklearn libraries such as Linear Regression, Decision Trees, Naïve Bayes’.
● Involved in Hyper-Parameter Tuning for cross validation of model.
● Responsible for Manipulation of query and data from a database using MySQL.
● Involved in Model validation by test data set and deployment of model by AWS and Mlops pipeline.

Data Pre-processing TechniquesRegression algorithmsClassification algorithmssklearn librariesHyper-Parameter TuningMySQL+5