Abhinav Kumar Email & Phone Number

Gurugram, Hr, In

Bangalore Urban, Karnataka, India

• Merit of working at Fyllo and spearheading the data team, mentoring interns and FT employees. • Mentoring teams in developing various remote sensing indices such as NDVI and LAI, and integrated a dashboard to display features like crop classification and land cover for user-selected regions, along with satellite imagery for multiple indices.• Played a pivotal role in utilizing OpenCV, created a feature that takes a PDF or image as input extracts all the tabular data, and exports it to… Show more • Merit of working at Fyllo and spearheading the data team, mentoring interns and FT employees. • Mentoring teams in developing various remote sensing indices such as NDVI and LAI, and integrated a dashboard to display features like crop classification and land cover for user-selected regions, along with satellite imagery for multiple indices.• Played a pivotal role in utilizing OpenCV, created a feature that takes a PDF or image as input extracts all the tabular data, and exports it to a readable format.• Created a Named Entity Recognition model using SpaCy and NLTK to extract specific entities from sentences, annotating thousands of records to create the training data.• Utilized Artificial Neural Networks (ANNs) and XGBoost to create machine learning models for predicting various weather fields, achieving 99% accuracy and 80% recall for rainfall predictions. Resulting in onboarding new customers and enhanced farming efficiency. • Successfully developed several APIs using Flask, leveraging threading, encapsulation, and inheritance to ensure speedy responses and low computation costs. • Conceptualized and formed an algorithm to detect anomalous weather data using statistical methods (Z-score, clustering, IQR, and correlation calculation.) Show less

Toronto, Ontario, Canada

• Gained hands on experience in various NLP functions like sentiment analysis and word-cloud creation for singular words and bigrams and worked towards scrapping data from Twitter and Reddit using their native API.• Drafted scripts to scrape data from the Johns Hopkins COVID-19 database, preprocessing it with Pandas and NumPy to create custom visualizations.• Contributed by performing hypothesis testing, calculated ANOVA scores, and performed various statistical analyses to measure the… Show more • Gained hands on experience in various NLP functions like sentiment analysis and word-cloud creation for singular words and bigrams and worked towards scrapping data from Twitter and Reddit using their native API.• Drafted scripts to scrape data from the Johns Hopkins COVID-19 database, preprocessing it with Pandas and NumPy to create custom visualizations.• Contributed by performing hypothesis testing, calculated ANOVA scores, and performed various statistical analyses to measure the impact of Coronavirus in India, USA, and Canada.• Successfully created visualizations using Tableau to present the global COVID trends & analytics and Google's mobility data for the USA at the state and county levels. Show less

Vellore, Tamil Nadu

Created a wiki to present the project made by the students of VIT Vellore for the 2019 edition of iGEM, an international inter-college competition.

Jaipur, India

• Created a Screwer commissioning report.• Monitored Scada and made data reports using the findings/observations.• Provided solutions and methods to improve the Scada setup and placement of various sensors working in tandem with it.

Jaipur, India

Designed a website for medical/homeopathic services using PHP, JavaScript and HTML.