Work Experience
ML Research Intern
Indian Institute of Remote Sensing, ISRO
Jun. 2024 - Jul. 2024
Delhi, India
Key Responsibilities
- Collaborated with Dr. Manu Mehta (IIRS) on a research paper abstract for URSI RCRS Conference.
- Implemented data extraction and visualization using Python (Pandas, IMDlib, Seaborn) to analyze large-scale meteorological datasets.
- Studied the impact of particulate matter (PM2.5) and heat index during El-Nina Period over Delhi, UP.
Technologies Used
PythonPandasIMDlibSeabornData Visualization
Summer Internship Trainee
IGDTUW
Jun. 2024 - Aug. 2024
Delhi, India
Key Responsibilities
- Co-authored a research paper titled "Identifying Disaster-Related Tweets Using Natural Language Processing and Core Machine Learning Algorithms".
- Presented and published at Springer 6th International Conference on Artificial Intelligence and Speech Technology 2024.
- Built an ML model achieving 82% accuracy in classifying disaster-related tweets, leveraging NLP (tokenization,stemming, TF-IDF) to support crisis management efforts
Technologies Used
NLPMachine LearningPythonResearch Methodology