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職場能力評價定義
Akshat Joshi
Focused software developer with more than a year of experience in software development and data science. I'm actively seeking opportunities in Data Analytics and Software Development opportunities in a medium sized Tech company.
Software Developer
Gurugram, IN
Skills
Programming Language
Python
Java
Database
MySQL
MongoDB
Automation
Selenium
Web Devlopment
- Back-End
- JavaEE
- PHP
- RESTful API
- Front-End
- HTML / CSS
- JavaScript
- jQuery / Ajax
- Bootstrap/Tailwind
- Wordpress
Machine Learning
Natural Language Processing: Text Classification/Summarization/Generation, Topic Modelling etc.
Other Skills & Tech
GIT
Docker
Web Crawling
Data Wrangling
Linux
Work Experience
Razorpod, Software Developer, Sep 2019 ~ Present
Finetuned OpenAIs GPT2 : For text generation to be used by copywriting team.
Built a Web Crawler : Using Selenium, BeautifulSoup and Regex.
Other daily activities includes python scripting, dom scripting, data wrangling.
Currently building a Web Service that would run as a cronjob to collect RSS feeds for the purpose of
finetuning GPT2 on a specific topic.
Graphnile, Data Science Intern Trainee, Oct 2018 ~ Apr 2019
Data Science for Social Good : Researched and carried out literature review for various projects in
the field of traffic and transportation management and electricity conservation for the state
government of Karnataka
Image Classification : Worked on image datasets including but not limited to geographical and medical.
Topic Modelling : A python based topic modeller that extracts top candidates for topics from an
article using the Latent Drichlet Allocation.
Implemented ConvNet for fake news detection
AmbitionBox.com, Final Year Internship Project, Feb 2018 ~ Jun 2018
Automating Processes Using Machine Learning and Natural Language Processing Techniques
Company Name Tagger : A python based project that uses multi text classification for record linkage.
Company Reviews- Gibberish Classifier : A binary text classifier that classifies text as either review
or gibberish.
Text Summarizer : A python based extractive text summarizer that scores sentences and words
based on term frequency and produces top candidates as a summary.
Optimizing Email Automation using Backpropogation : A numpy based single layer perceptron
network that uses Backpropogation algorithm to calculate a set of weights for given inputs of open
rates of emails.
Side Projects
CACDES: Implementing Centralized Access Control in a Distributed Environment System
Minor Projects
- Employee Management System: A java desktop application made using Swing and JDBC concepts.
- AndyApp:
A simple android application made for taking pictures and sending emails.
- NoHands:
A python application that uses SpeechRecognition library to perform a handful of tasks hands free.
- Linear Regression Implementation (from scratch)
Implemented a single feature linear regression in python without using scikit-learn; Used numpy library to perform mathematical operations.
Education
Bachelor of Technology, DIT University, 2014-2018
SSC & HSC, CBSE Delhi, 2012-2014
Akshat Joshi
Focused software developer with more than a year of experience in software development and data science. I'm actively seeking opportunities in Data Analytics and Software Development opportunities in a medium sized Tech company.
Software Developer
Gurugram, IN
Skills
Programming Language
Python
Java
Database
MySQL
MongoDB
Automation
Selenium
Web Devlopment
- Back-End
- JavaEE
- PHP
- RESTful API
- Front-End
- HTML / CSS
- JavaScript
- jQuery / Ajax
- Bootstrap/Tailwind
- Wordpress
Machine Learning
Natural Language Processing: Text Classification/Summarization/Generation, Topic Modelling etc.
Other Skills & Tech
GIT
Docker
Web Crawling
Data Wrangling
Linux
Work Experience
Razorpod, Software Developer, Sep 2019 ~ Present
Finetuned OpenAIs GPT2 : For text generation to be used by copywriting team.
Built a Web Crawler : Using Selenium, BeautifulSoup and Regex.
Other daily activities includes python scripting, dom scripting, data wrangling.
Currently building a Web Service that would run as a cronjob to collect RSS feeds for the purpose of
finetuning GPT2 on a specific topic.
Graphnile, Data Science Intern Trainee, Oct 2018 ~ Apr 2019
Data Science for Social Good : Researched and carried out literature review for various projects in
the field of traffic and transportation management and electricity conservation for the state
government of Karnataka
Image Classification : Worked on image datasets including but not limited to geographical and medical.
Topic Modelling : A python based topic modeller that extracts top candidates for topics from an
article using the Latent Drichlet Allocation.
Implemented ConvNet for fake news detection
AmbitionBox.com, Final Year Internship Project, Feb 2018 ~ Jun 2018
Automating Processes Using Machine Learning and Natural Language Processing Techniques
Company Name Tagger : A python based project that uses multi text classification for record linkage.
Company Reviews- Gibberish Classifier : A binary text classifier that classifies text as either review
or gibberish.
Text Summarizer : A python based extractive text summarizer that scores sentences and words
based on term frequency and produces top candidates as a summary.
Optimizing Email Automation using Backpropogation : A numpy based single layer perceptron
network that uses Backpropogation algorithm to calculate a set of weights for given inputs of open
rates of emails.
Side Projects
CACDES: Implementing Centralized Access Control in a Distributed Environment System
Minor Projects
- Employee Management System: A java desktop application made using Swing and JDBC concepts.
- AndyApp:
A simple android application made for taking pictures and sending emails.
- NoHands:
A python application that uses SpeechRecognition library to perform a handful of tasks hands free.
- Linear Regression Implementation (from scratch)
Implemented a single feature linear regression in python without using scikit-learn; Used numpy library to perform mathematical operations.