Tamilvanan P.

Tamilvanan P.

Python Engineer

Thottiyam , India

Experience: 6 Years

Tamilvanan

Thottiyam , India

Python Engineer

18902.1 USD / Year

  • Start Date / Notice Period end date: 2021-06-30

6 Years

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About Me

Software Engineer with 4 years and 6 months of experience in various languages like Python, Node JS, Angular 2, worked on cloud service like AWS and Machine Learning & NLP concepts. Mostly worked on python related tasks.

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Portfolio Projects

Genome Product from Genome Life Sciences

http://www.genomels.com

Company

Genome Product from Genome Life Sciences

Description

  •  Product utilized AWS resources listed out and developed dashboard for that

  •  Staging, Product environment creation for product

  •  Various utility tasks were done for the project

  •  Android App was developed with small utility

  • Prepared System monitoring controller scripts using linux commands

  • AWS automatic resource allocation (Auto attach, detach, mount, unmount, etc.) scripts

  • AWS effective resource selection (Best region to keep codes, best instance for better performance, etc.)

  • Log rotate to clean up

  • AWS customized bill generator was developed

  • Automatic Code sync between 4 regions repositories (Github) and get notification of that with updated

    code percentage

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Skills

Python AWS

Tools

PyCharm AWS

Argus Media

Company

Argus Media

Description

  • Collect data points from various commodity websites
  • Handled various REST operations and recovered data from there

  • Applied multiple way of regular expressions to collect data points

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WGSN

Company

WGSN

Description

  • Collect data points from various retailer websites

  • Handled various REST operations and recovered data from there

  • Applied multiple way of regular expressions to collect data points

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Company

OCR

Description

  • Collected data points from various amazon api (asin info,oxylabs,asinator)

  • Architected overall process of this project

  • Text Classification has been done for amazon titles, brand, manufactures, breadcrumb, productgroup,

    category, description, feature

  • NLP Pre-processing has done for amazon texts

  • Various machine learning algorithms were analyzed and implemented

  • Similar titles were grouped using elastic search

  • Google translation, matecate translation api were analyzed and implemented

  • NLP Preprocessing, Classification, Grouping

  • Vector Space Model, Dimension reductions(Tf-Idf, LSI), Text similarity algorithms implemented

  • Worked on Semantic text similarity Word2Vec, FastText, GloveVec, Doc2Vec, WordNet

  • Wored on Character based similarity – Fuzzywuzzy, Jaro, Jaro-Winkler, Levenshtein, Damerau–

    Levenshtein, Sorensen, Ngram

  • Worked on term-based similarity – Cosine similarity, Jaccard Similarty

  • Model built, created index from corpus, queried to collected similar amazon products from model instantly

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USAA

Company

USAA

Description

  • Banking Insurance Prediction, Fintech platform api latency prediction , Product Recommendations

  • Backend Setup Prepared using AWS Components for Adjuster Product

  • GraphQL setup was prepared

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