Profile

Alok Kumar Padhi

Data Scientist at Lowe's | ML Ops | Machine Learning Engineer | Data Scientist

4.8

Years of Experience

Education

silicon institute of technology sit bhubaneswar, aaryan gurukul residential college berhampur

Companies

engagify, predictly

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Email

Email (Verified)

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Email

Mobile Number

+9XXXXXXXXX29

Experience

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    2022 - Present

    engagify

    Data Scientist

    1. Working on helping e-commerce platform sellers improve their sales by automating their listing process with the right set of keywords in their product title, description, bullet points etc. 2. Creating vision based models to extract the key attributes from the product photos, and use them to create the product title, description, and bullet points along with the keywords extracted from the SEO analysis and NLP methods for that category. 3. Helping the marketing team with running google ad campaigns, working on Google Analytics, Keyword analysis and SEO, doing product and market research to understand the dynamics. Also engaging directly with customers understanding their pain points and building solutions based on them.

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    2019 - Present

    predictly

    Data Scientist

    1. Have worked on MVPs with the help of NLP, ML/DL algorithms and also have implemented the latest SOTA models like transformers and BERT etc. 2. Worked on automating resume analysis by doing multi-class classification of the sections for resumes and using Named entity recognition able to identify various entities. And at the end helped in implementing an elastic search based filter end-point to filter resumes based on user requirements. 3. Worked as a data scientist to automate the process of risk assessment for tenders/contracts. The goal is to help lawyers in finding the risks in the tenders, highlight the risk level and also suggest them with the deviation from the global Playbook. Implemented multiple methods like multi-class, and multi-label classification with a hierarchical architecture along with fine-tuning language models. Have used models like BERT, LSTM-Attention, Catboost and various regex-based/rule-based methods for the above tasks. 4. Contributed to customizing a text data annotation tool with features like AutoML, and Text Analytics and enabled auto labelling with active learning. The whole data annotation tool was built on Django/Django-rest framework and machine learning libraries like Spacy, sci-kit-learn etc

Experience

23 Skills

Algorithms

analytics

architecture

Artificial Intelligence (AI)

BERT

Computer Vision

Data Scientist

E-commerce

Elastic Search

Google Analytics

language models

Machine Learning (ML)

market research

marketing

Natural Language Processing (NLP)

Representational State Transfer (REST)

Research

Research Scientist

REST

Sales

Search

Search Engine Optimization (SEO)

Vision

Education

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    2014 - 2018

    silicon institute of technology sit bhubaneswar

    Bachelor of Technology - BTech

    Computer Science

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    2011 - 2013

    aaryan gurukul residential college berhampur

    12th

    Science

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Alok kumar Jena

UI & UX Developer

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Alok Kumar Tiwari

Software Engineer

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Alok Kumar Prusty

Senior Software Engineer

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Colleagues at predictly

Sharmila Polamuri

Junior Data Scientist

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