I'm
JAYIT SAHA
SCROLL
ABOUT ME
An avid data scientist, software developer and a researcher. I am currently working as a Data Scientist at Walmart in their Data Strategy and Insights team. I am currently a peer reviewer at Knowledge and Information Systems Journal (Springer). I am the holder of the very prestigious NTU India Connect Fellowship with an acceptance rate of 0.0001%. I am also a Google HashCode World Finalist (World's Biggest and Most Prestigious Coding Competition) and the only student team (World Rank 30) out of the 3 qualified Indian teams. I have also been awarded with World's most reputed and highly competitive research Internship, Mitacs Globalink Research Internship at University of Guelph. I have won several International and National hackathons, and published 8 research papers in Springer and Scopus indexed journals. Additionally, three more papers are in review. I strive to make products, which tend to address and efficiently solve major societal issues, using Artificial Intelligence and Complex Algorithmic solutions.
SKILLS
expressjs
javascript
nodejs
mongodb
nextjs
python
flask
GCloud
AWS
sqlite
tailwind
react
html
css
git
postman
redux
threejs
RStudio
JAVA
Azure
Tensorflow
Keras
Postgresql
Django
Spark
SpringBoot
PyTorch
Scikit-Learn
Pandas
Numpy
Plotly
Kubernetes
Opencv
EXPERIENCE
PUBLICATIONS
Featured Research
AI Crop Predictor and Weed Detector Using Wireless Technologies: A Smart Application for Farmers
Agriculture is undoubtedly one of the biggest and most important professions in the world. Optimization of agriculture and aiming gradually and extensively toward smart agriculture are the need of the hour. IOT (Internet of Things ... Read more
Arabian Journal for Science and Engineering, SPRINGER
Featured Research
Does Social Media Sentiment Predict Bitcoin Trading Volume?
Social media sentiment is proven to be an important feature in financial forecasting. While the effect of sentiment is complex and time-varying for traditional financial assets, its role in cryptocurrency markets is unclear. This ... Read more
International Conference on Information Systems (ICIS) (A* Conference)
Featured Research
Developing A Transdisciplinary Citizen Science Tool For Experiential Learning In Undergraduate Education: Squirrel Life In A Nutshell
Pre-existing challenges of inequitable access to inclusive and meaningful science and education experiences have been widely exposed and magnified during the COVID-19 pandemic. As the transition towards a post-COVID reality begins ... Read more
16th International Technology, Education and Development Conference (INTED 2022)
Featured Research
Early Disease Detection Of Leaves Using Deep Learning And Drones-Cyber Physical Systems Approach
Agriculture is the major source of food and livelihood of many countries. In the recent years many developing countries are adopting technology to improve farming. Farming Drones are currently being used for spraying pesticides, s ... Read more
SSRN, ELSEVIER
Featured Research
Design of Waste Management System Using Ensemble Neural Networks
Waste management is an essential societal issue, and the classical and manual waste auditing methods are hazardous and time-consuming. In this paper, we introduce a novel method for waste detection and classification to address th ... Read more
Designs - MDPI, SCOPUS
Featured Research
A Comprehensive Analysis on the Efficient Mechanisms to Detect Obstructive Sleep Apnea Using AI and Heuristic Algorithms
Obstructive sleep apnea is a common problem arising in adults and children nowadays, determined by abnormalities in breathing gaps or incapability of air intake capacity during sleeping results in a decrease in oxygen level in blo ... Read more
International Journal of Current Research and Review, SCOPUS
Featured Research
Adoption of Precision Agriculture by Detecting and Spraying Herbicide using UAV
Farmers are facing the VUCA environment (volatile, uncertain, complex and ambiguous) and data indicating the contribution of farming to India's GDP has come down from 52% to 18% between 1951 and 2018, which is alarming. At this ju ... Read more
Basrah Journal of Agricultural Sciences, SCOPUS
Featured Research
Artificial Intelligence Techniques in Solar Cells and Solar Energy Applications
Artificial Intelligence (AI) and Machine Learning (ML) models play an important role in predicting, modelling and analysing the performance of renewable resources. This energy is free, clean, and its effective harnessing and use a ... Read more
Basrah Journal of Agricultural Sciences, SCOPUS
Achievements
Persistence provides you with the power to prevail against all problems and lead a path to prosperity
June 2022 - July 2022
Google HashCode World Finalist: International Rank 30
July 2018 - July 2022
Best Outgoing Student Award
July 2018 - July 2022
Category Winner - Walmart's Global Techathon
Dec 2021 – July 2021
India Connect @ NTU Research Internship Awardee-Fall 2021
July 2021 – Dec 2021
2nd Rank Holder Nationally at Dare2Compete Awards 2022 under D2C Competitive E-School Leader 2022 Category
Mar 2022 - June 2022
Featured in Forbes India April 2022 Edition for The Best Engineering Student Category
Jul 2022
The Economic Times Campus Stars Class of 2021
Mar 2022 - Present
Winner of Rakutens' Flagship Hackathon - Rakathon'22
Jul 2022 - Present
Winner of Optum Stratethon Season 3 International Hackathon
Jul 2022 - Present
Winner of Route Mobile RAPID International Hackathon
Jul 2021 - Present
Runners Up of Optum Stratethon Season 2 International Hackathon
Mar 2022 - Present
First Runners Up of Women Techies'21
Mar 2022 - Present
National Finalist in Myntra HackerRamp - 2021 (Top 7)
Mar 2022 - Present
Second Runners Up of Weavy Build Tomorrow Hackathon
Mar 2022 - Present
Second Runners Up and Winner of Ren Track of DevJams’ 21
Mar 2022 - Present
Top 10 Special Mention Teams at Hack of PI @PI-WOT Hackathon
Mar 2022 - Present
Core Commitee Marketing Team for Vibrance and TechnoVIT
PROJECTS
Featured Project
GROC4ALL
(Winner - HAB 59) A Multi-Vendor grocery website designed for the old embedded with a facial biometric and automated grocery ordering chatbot, Genetic Algorithm to give Local vendors a fair chance and a customer sentiment analysis system
Django
Tensorflow
Keras
RASA NLU
Bulma CSS
Stripe
FastText
NLP
SpaCy
Featured Project
WCDVA
A react based mobile application for waste classification and detection with trash volumetric analysis using YOLO, Mask RCNN, SFM and Point Cloud architecture. The YOLO backbone framework, with the EfficientNet learners for trash classification.
Python
PyTorch
Tensorflow
Keras
Flask
React Native
STL
Featured Project
I-PARK
An intelligent parking system Algorithm for smart parking of vehicles in areas based on shortest distance to free space available. To avoid illegal parking with the help of strategically aligned cameras, using image processing and car annotations
Python
PyTorch
Tensorflow
Keras
ReactJS
NodeJS
Flask
OpenCV
PostgreSQL
Featured Project
Precision Agriculture System
Crop Recommendation system to facilitate to farmers regarding the type of crop, which would be most beneficial towards the soil based on previous crops sown and environmental conditions, using the WSN IOT devices, with weed detection using DRONES.
Python
PyTorch
Tensorflow
Keras
CUDA
Featured Project
MEDBAY
(Runners Up- Optum Stratethon S2) An AI based system for intelligent diet prediction packed with a Medical Diagnostic Chatbot, Heart Rate Estimator Via Webcam, Customized Diet Planner and Multi User Yoga Application
Django
Tensorflow
Keras
RASA NLU
Bulma CSS
Stripe
FastText
NLP
SpaCy
PostgreSQL
MediaPipe
EDUCATION
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Say hello, dear astronaut!
