Alok Kumar Padhi
ML Ops | Machine Learning Engineer | Data Scientist
4.9
Years of Experience
Education
silicon institute of technology sit sambalpur, aaryan gurukul residential college berhampur
Companies
engagify, predictly
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Alok Kumar's contact details
Email (Verified)
aloXXXXXXXXXXXXXXXXXXXXXXom
Mobile Number
+91XXXXXXXX29
Experience
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.
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
2014 - 2018
silicon institute of technology sit sambalpur
Bachelor of Technology - BTech
Computer Science
2011 - 2013
aaryan gurukul residential college berhampur
12th
Science
