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Hi, I am Aditi

Aditi Asati

BS-MS Graduate with Maths specialization at IISER Tirupati

I’m a passionate about Data Science and machine learning. I am currently looking for an industry position as a Data Scientist or Data Analyst or BI Engineer.

Team Work
Hard Working

Skills

Experiences

1

Bombay, India

KCDH is focused on driving academic programs, research, and industry collaborations in Digital Health.

Master's Thesis Project Student

Jun 2023 - Present

Responsibilities:
  • Designed and implemented SMOTE interpolation technique to generate synthetic data.
  • Created pipelines for running various experiments on investigating the effectiveness of synthetic data for brain age prediction.
  • Read and presented research papers on Data Efficient Machine Learning, Object Detection to academic peers and faculty members.
  • Guided a BTech student on a research project on semi-supervised object detection.

IISER Tirupati

Jan 2023 - April 2023

Tirupati, India

IISER Tirupati is established for imparting quality education in basic sciences and for setting up state-of-the-art research in science.

Semester Project Student

Jan 2023 - April 2023

Responsibilities:
  • Read about Recurrent Neural Networks (RNN) and Transformers in ML focusing on attention mechanism.
  • Coded an attention based deep learning model using Keras to predict the DNA binding site of transcription factor by training it on the available data of protein sequences and their respective binding sites.
2

3
IISER Pune

May 2022 - July 2022

Pune, India

IISER Pune is a premier institute dedicated to research and teaching in the basic sciences.

Summer Intern

May 2022 - July 2022

Responsibilities:
  • Learned Python data analysis libraries
  • Simulated the Hodgkin-Huxley model of the nucleus HVC present inside Zebra finch’s brain.
  • Characterized the electrophysiological properties of the three different neuron types present in its nucleus HVC.
  • Read and presented research paper to academic peers and professor.

Education

2019-2024
BS-MS with Maths specialization
CGPA: 7.6 out of 10
Taken Courses:
  • Data Science I
  • Data Science II
  • Graph Theory
  • Computational Methods
  • Linear Algebra
  • Single and Multivariable Calculus
  • Probability and Statistics
  • Discrete Mathematics
  • Operations Research
12th Grade
Percentage: 85 out of 100

Projects

Hazelnut
Developer June 2024

Engineered a LangChain-powered chatbot for natural language to SQL query generation and execution, integrating database schema awareness and conversation context for enhanced accuracy.

Tomato Doctor
Developer June 2024

I developed a deep learning model using transfer learning and TensorFlow to diagnose tomato leaf diseases with 86% accuracy on the test dataset. Each prediction includes a confidence score to indicate its accuracy.

Interpolation for Brain Age Prediction
Research Student, Coder June 2023 - Present

Conducted in-depth research on synthetic data utilization to mitigate site effects in structural MRI data. Implemented SMOTE algorithm in Python for synthetic datapoint generation and engineered experimental pipelines.

AI Bicep Curls Counter
Developer Oct 2022 - Nov 2022

An AI which counts the number of Bicep Curls when a trainee is performing it in front of the camera in real time.

Poetic Text Generator
Developer Oct 2022 - Nov 2022

A program which generates poetic texts like Shakespeare using Natural Language Processing.

News Article Summarizer
Developer Oct 2022 - Nov 2022

A program which tells the title, summary, authors, publishing date and polarity of the news article just by providing its URL.

Recent Posts

Accomplishments

Data Analysis and ML using Python

This course teaches fundamental data analysis using Numpy, Pandas, and Matplotlib in hands-on manner. It also helps to understand the basics of some classical machine learning algorithms such as K-Nearest Neighbor, Support Vector Machine, Decision Trees, Linear Regression, etc.