Ashwani Bhardwaj

Data Scientist

Bengaluru, Karnataka, India5 yrs 1 mo experience

Key Highlights

  • Expert in Advanced NLP and Deep Learning techniques.
  • Proficient in building complex data pipelines and models.
  • Hands-on experience with semantic search and summarization.
Stackforce AI infers this person is a Data Scientist with expertise in NLP and Deep Learning for Fintech applications.

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Skills

Core Skills

Natural Language Processing (nlp)Deep Learning

Other Skills

AlgorithmsAmazon Web Services (AWS)Cycle GanData StructuresDataset CreationDockerElasticsearchGitlabImage ProcessingJenkinsKerasKeyphrase ExtractionLinuxMatplotlibMySQL

About

I am a Dynamic and dedicated Data Scientist working on various skill sets like Machine Learning, Deep Learning,Natural Language Processing,Computer Vision and Image Processing. I usually write lots of optimized code in Python. Mostly libraries which are used by on daily basis are Pandas,Numpy,Matplotlib,Seaborn,Scipy. In respect to Deep learning I use mostly Keras and it's functional APIs.I have in-depth knowledge of mathematics details of algorithms in ML,DL and NLP. Currently I am more focussing on Advance NLP using Deep Learning like Attention Mechanism,seq2seq to build Question Answering Models like Google Assistant. I have the knowledge of GANs and CycleGANs. Working on my self project of Document Image classification using DNN and bi-directional LSTM on famous RVL-CDIP dataset. Polishing my Data Structure and Algorithm skills in free time.

Experience

5 yrs 1 mo
Total Experience
2 yrs 6 mos
Average Tenure
--
Current Experience

4crisk.ai

Data Scientist

Apr 2020Sep 2022 · 2 yrs 5 mos · Bengaluru, Karnataka

  • a) Solved Semantic Similarity Problem
  • b) Complex pretraining and fine-tuning dataset creation pipelines
  • c) Extractive and Abstractive based summarisation for banking related large rules
  • d) Hands-on semantic search problem to identify related banking rules to search query
  • e) Keyphrase Extraction techniques for semantic similarity and search
  • f) XML parsers(parsing US laws ECFRs,USCODE), classical NLP techniques
Semantic SimilarityDataset CreationSummarizationSemantic SearchKeyphrase ExtractionXML Parsing+3

Tata consultancy services

Deep Learning | Image Processing Practitioner

Aug 2017Apr 2020 · 2 yrs 8 mos · Whitefield Bangalore

Education

Madan Mohan Malaviya University of Technology

B.tech — Computer Science and Engineering

Jan 2013Jan 2017

Kendriya Vidyalaya

Intermediate School — Science

Jan 2009Jan 2012

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