RAJ SINHA
As a masters student in Data Science, I have a strong background in mathematics and computer science. After Completing my Bachelor's of Technology in Information Technology, I worked full time as a Machine Learning developer for more than 2 years in WIPRO digital and have expertise in statistical modeling, machine learning, data analysis and NLP. I also have experience in working with Python, Java, . Skilled with SQL, JVS, NLP, RASA, Git, Avaamo, PowerBI etc. and have 5 star coding rating in SQL, Java and python in HackerRank. I am passionate about using my skills to solve a real-world project and I am excited to bring my skills and knowledge to a company that values data-driven decision-making. I love structure and order and I also stand for quality. I love spending time on fixing little details. Also I like working in a team, you'll learn faster and much more. As the saying goes: 'two heads are better than one'.
Education
University of Erlangen-Nuremberg (Friedrich-Alexander-Universität Erlangen-Nürnberg)
Pitts Modern School, Gomia
Overall Score : 94%
Skills
EXPERIENCE
Projects
Face Mask Detector
(July 2020- Aug 2020)
- Our face mask detector didn't use any morphed masked images dataset. The model is accurate, and since we used the MobileNetV2 architecture, it’s also computationally efficient and thus making it easier to deploy the model to embedded systems (Raspberry Pi, Google Coral, etc.). This system can therefore be used in real-time applications which require face-mask detection for safety purposes due to the outbreak of Covid-19. This project can be integrated with embedded systems for application in airports, railway stations, offices, schools, and public places to ensure that public safety guidelines are followed.
- Softwares used :
- Project
Covid 19 help Chatbot
(June 2020- June 2020)
- Intent Based Chatbot connected to FB Page in messenger app and Telegram for auto-reply. RASA framework is used for intent-based ChatBot and NLU and Core characteristics.
- Webhook is made which allows to receive real-time HTTP notifications of changes to specific objects in the Facebook Social Graph and callback URL is used for transactions that have asynchronous processing (such as claims) in order to be notified when the activity state changes.
- Softwares used : 1.Spyder: for python programming 2.Conda Prompt: for writing commands 3.Ngrok: for secure introspectable tunnels to localhost webhook development tool and debugging tool.
- Node.js commands is used for setting up an environment for webhook..
- Project
Twitter Bot
(July 2020- July 2020)
- A Twitter Bot for BIT Sindri that automatically retweets, favourites the tweets and follows the users who tweet with hashtag #bitsindri.
- A Twitter bot is a type of bot software that controls a Twitter account via the Twitter API
- The bot software may autonomously perform actions such as tweeting, re-tweeting, liking, following, unfollowing, or direct messaging other accounts.
- Aim is to analyze, 2 simple data visualizations with Altair for demonstration.
- Project
Sentiment Analysis of Amazon Reviews
(Dec 2019- Feb)
- The data was provided in Xiang Zhang's Google Drive dir
- This dataset consists of a few million Amazon customer reviews (input text) and star ratings (output labels) for learning how to train fastText for sentiment analysis.
- Performing data cleaning, due to missing values and removing all 3 star ratings.
- Aim is to analyze and find out the number of positive and negative reviews and visualize them using different plots
- Project
Track contractor’s claim over stoppage of work due to natural phenomenons
(Feb 2019 - Mar 2019)
- Presented this app at Smart India Hackathon 2019 Grand Finale.
- Built an android app and Admin Dashboard with 5 other where the Contractor registers his/her details along with the tender ID.
- The location of the contractor is tracked using GPS and weather is verified at his coordinates using the historical weather API. This verified data is stored in the Firebase database.
- These data are also shown in the administrator's panel which is a web interface.
- Languages Used - Java, XML, Firebase
- Project
Marketing Platform for Agricultural Commodities
(Feb 2018 - March 2018)
- Built a unified platform for producers, consumers, and transporters.
- Presented this Android application at Smart India Hackathon 2018 Grand Finale
- Used Firebase as the backend system for the Android App.
- Implemented 3 different interfaces for 3 types of user and integrated Google Maps API, Weather API, etc.
- Created using Android Studio and programmed using XML and JAVA.
- Project
Websites for TechFest and Clubs
( May 2018-2019)
- Built a website for annual Techno-Management Fest of BIT Sindri, "SANDHAAN".
- Built a website for annual Techno-Management Club of BIT Sindri, "the Model Club".
- Used APIs like tawk Chat API, Payment Interface API, Chipmonk Newsletter API.
- Project
PUBLICATIONS
Research paper under peer review in ACM Digital Library, a Scopus indexed research journal.
Research paper published in Internation Journal for Research in Applied Science and Engineering Technology , a UGC approved research journal.
Research paper under peer review in Internation Journal of Advanced Science and Technology (IJAST), Australia, a Scopus indexed research journal.
Research paper published in Internation Journal of Advanced Science and Technology (IJAST), Australia
Awards & Achievements
- Among the top 3 team of Smart India Hackathon 2019 organized by Ministry Of Human Resource and Development .
- Among the top 3 team of Smart India Hackathon 2019 organized by Ministry Of Human Resource and Development .
- Among top 11% team and Finalists Smart India Hackathon 2018 organized by Ministry Of Human Resource and Development.
- A LiFT scholar (linux foundation scholar) .
- Participated in World Open Source Summit 2020 .
- SIH alumni Badge Stage 1 accomplished .
- 10 CGPA in 8th Semester in B.Tech.
- Co-Organized first ever TEDx Talk in BIT Sindri.
- Organized first ever 24 hours hackathon in BIT Sindri.
- Organized annual Techno Management fest of BIT Sindri, Sandhaan 18 and Sandhaan 19 .
- Student Co-coordinator at first Entrepreneur meet of BIT Sindri.
- NCC B Certificate Holder.
- C.B.S.E Heritage quiz competition finalist (East Zone)
- Prabhat Khabar Pratibha Samman Winner 2013.
- School Topper in class 10th and 12th.
- National Mathematics Olympiad Bronze Medalist 2012
Activities
-
Event Co-ordinator SIH 20 Prelims
(19th Jan 2020)
- Organized Internal Hackathon for SIH 20 held at BIT Sindri.
- Witnessed more than 80+ registrations out of which 7 teams were selected for the next round.
- SIH Homepage
-
Event Organizer Hackatron
(16th-17th Nov 2019)
- Hackatron was the first 24 hour national hackathon held at BIT Sindri.
- Witnessed more than 200+ registrations out of which 18 teams were selected for the on-site Grand Finale.
- Secured sponsorship from brands like TEQIP, Educative.io, CodingBlocks etc.
- Hackatron Homepage
-
Co-Organizer TEDXBITSindri
(12th Nov 2019)
- Organized first ever TEDx Talk in BIT Sindri.
- Witnessed 5 eminent personalities coming from all over the world to share their thoughts with the everyone.
- Secured sponsorship from brands like 17 Degree, Data Trained, Railwaire etc.
- TEDx Homepage
-
Event Co-coordinator Techfest
( March 2018 & April 2019)
- Organized Colleges' annual techno-management Fest.
- Witnessed footfalls of more than 4000 and over 1500 participation in different events.
- Secured sponsorship from brands like Indian Oil, TATA Steel, Railwire etc.
- Sandhaan Homepage
- Model Club Homepage
-
Student Co-coordinator Entrepreneur Summit
( 15th March 2018 )
- Organized first ever TEDx Talk in BIT Sindri.
- Witnessed 10 eminent entrepreneur coming from all over the world to share their thoughts with the everyone.
- Secured sponsorship from TEQIP III, Sify Technologies etc.
- Startup Cell Homepage
- Participated in Open Source Summit North America (#ossumit).
- Participated in Smart India Hackathon 2019.
- Participated in Smart India Hackathon 2018.
- Participated in Internet Of Things Workshop organized by IETE Chapter BIT Sindri (Dhanbad).
- Participated in Robotics events in Sandhaan'17, College's annual Techno-management fest.
College Posts
Co-organizer
Frontend Developer
Technical Head & Event Manager
Creative Head
Student Co-ordinator
Interests
I love to see political and historical documentaries and watching pro wrestling matches. Also I like to sing and cook different dishes and learn different skills.
I believe in smart work and intense determination for my goals. I put faith in constant learning with life experiences and trusting my instincts. I think of working in a healthy work environment.
I also believe that working on flaws, patience, and self-love are the three most important factors towards a happy life.
Also I like video editing and making teasers using graphic softwares like Adobe After Effects, Sony Vegas Pro and Handbrake. Some of my teasers are attached below.