Activity
9K followers
Experience & Education
Licenses & Certifications
Publications
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Enterprise Chat Platform using Machine Learning Techniques
IJIRSET
See publicationEnterprise chat platform is a web application designed on the principles of machine learning. It allows
each on boarded enterprise to communicate with their employees by using group chats. The system can be accessed
from either a desktop or a mobile device. The proposed chat platform will include two additional features apart from
basic chat features like chatting, calling and file sharing namely sentiment analysis and text summarization. Text
summarization, a NLP feature, creates…Enterprise chat platform is a web application designed on the principles of machine learning. It allows
each on boarded enterprise to communicate with their employees by using group chats. The system can be accessed
from either a desktop or a mobile device. The proposed chat platform will include two additional features apart from
basic chat features like chatting, calling and file sharing namely sentiment analysis and text summarization. Text
summarization, a NLP feature, creates precise and short summaries for a given source document. The Encoder-Decoder
RNN architecture developed has proven to be effective when applied to a text summarization problem. Sentiment
Analysis intends to gage a person‟s opinion on a project or help determine the outlook of a speaker regarding some
contextual data. The CNN technique is an applicable algorithm to classify and interpret sentiment of data.
Projects
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PingU
- Present
See projectEnterprise Chat Platform with Text summarisation and sentiment analysis. Dashboard for managers to manage and visualize their teams. With the real time capabilities of a chat platform.
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Half cheetah - Reinforcement learning.
Applied ARS(augmented random search) technique described in the paper released in March 2018 by Horia Mania and others. To OpenAI gyms Half Cheetah environment and trained it to walk and obtained results within a training period of just 3 hours on a CPU.
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Stock price prediction
A stock price predicting application which predicts the stock price and visualized the stock. Developed using Flask(Python web framework ),MySQL,Scikit learn, Chartist.js.
Regression techniques were applied and features such as past prices, GDP, Sensex, NIFTY, Govt. etc were considered. -
Virtual mouse
We all have seen sci-fi movies like Ironman and wondered when will this kind of technology become a reality. Taking inspiration from there I developed an application in Python using computer vision through which you don't need a mouse anymore to control your machine.
Control the machine using your hand gestures. Front camera captures the frames and the algorithm determines the gestures and based on gesture action to be performed is decided like right click, left click , scroll up and scroll…We all have seen sci-fi movies like Ironman and wondered when will this kind of technology become a reality. Taking inspiration from there I developed an application in Python using computer vision through which you don't need a mouse anymore to control your machine.
Control the machine using your hand gestures. Front camera captures the frames and the algorithm determines the gestures and based on gesture action to be performed is decided like right click, left click , scroll up and scroll down. -
Jawaab
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Jawaab is an question answering tool which can answer questions on any given resource(url or file)
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Picsta
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See projectPicsta is a social networking web app built using MEVN stack. It has features of following other users, like, comment, post, search. Still work can be done to make it more real-time, scalable, feature rich and efficient.
Honors & Awards
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Winner CourseHero 2023 hackathon
CourseHero
Won first place for question answering app that I made in the CourseHero 2023 hackathon.
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Connected Recognition.
Cisco
CR - Innovate everywhere. For work on the Ganesha Chatbot.
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Connected Recognition.
Cisco
CR - Innovate everywhere. For work on Lab runs and resource tool.
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Top 6 in H_Acko(Acko Hackathon)
Acko
Were selected as one of the top 6 teams at h_acko. Built a PWA ( Progressive Web App), which provides short term insurance to the users and price based on risk analysis of the customer. The system also had features like the referral system which indirectly helps in marking and reduces the next premium payment for the customer by a small margin. the App primarily focused on getting more customers upon introduction.
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National level winner in Hack2innovate by T-Hub and NITI Ayog
T-Hub ,NITI Ayog and PWC
Won at the national level Hack2innovate for the problem weather prediction by PWC .
Hack2innovate organized by T-Hub and NITI Ayog.
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First place in Cryptothon by Unocoin
Unocoin
Winner of first place at Cryptothon conducted by Unocoin.
Built an android game similar to pokemon go from scratch in 24 hours to promote bitcoins in India(re imagining the future of bitcoins).
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