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ARAVIND S

ML Engineer | MS @IISc Bangalore | GenAI | LLMs | NLP

About

Aravind S is a Physics Master's graduate from the Indian Institute of Science, Bangalore, with a strong background in Nanosciences and Applied Physics. He is currently pursuing a Master's Thesis at the Centre for Nano Science and Engineering, where he is working on Nanophotonics and Waveguide Bragg Gratings. Aravind's thesis involves the modelling and analysis of Waveguide Bragg Gratings using the Eigenmode Expansion method. He is investigating the relation between different waveguide forms and simulating data that can be used to fabricate Bragg gratings. Aravind has also completed a Bachelor's Thesis at the Indian Institute of Science, where he worked on the Effect of Acoustic Vibrations on Microcantilever Probes. He developed an experiment to study the effects of acoustic vibrations in microcantilever probes used in Atomic Force Microscopes and modelled the microcantilever's response to acoustic vibrations theoretically. Additionally, he has completed a Research Internship in Geophysics, where he studied Seismic Anisotropy and examined the directional dependence of seismic wave velocity at different parts of the earth's interior. Aravind has 2.95 years of relevant experience in Data Science, Machine Learning, and Deep Learning. He has expertise in Python, Tensorflow, Computer Vision, OpenCV, NLP, Pytorch, C, Keras, CNN, Scikit, Neural Networks, AWS, BERT, Text Classification, Recommendation system, Naive Bayes, SVM, Random Forest, Seaborn, RNN, Pandas, Flask, and Web. He is a skilled Data Scientist and Research Scientist, capable of developing and implementing complex Machine Learning models. Aravind is a highly motivated individual with a passion for research and innovation. He is a quick learner and is always eager to acquire new skills and knowledge. He has excellent analytical and problem-solving skills and is capable of working independently or as part of a team. Aravind is a valuable asset to any organization and is committed to achieving excellence in his work.

Education Overview

indian institute of science iisc

Companies Overview

indian institute of science

cogknit semantics pvt. ltd.

Experience Overview

1.9 Years

Experience

Research Assistant

indian institute of science | Bengaluru, Karnataka, India

2024 - Present

Machine Learning Engineer

cogknit semantics pvt. ltd. | Bengaluru, Karnataka, India

2022 - 2023

Skills

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Airflow
Algorithms
Amazon Web Services (AWS)
analytics
API Gateways
Application Programming Interfaces (API)
Applied Sciences
architecture
architectures
Artificial Intelligence (AI)
Attention to Detail
Azure
BERT
Big Data
Business Metrics
C (Programming Language)
C++
Cascading Style Sheets (CSS)
Chatbot Design
CI/CD
Cluster Analysis
Collaboration
Communication
Computational Physics
Computer Simulations
Computer Vision
Critical Thinking
Data Analysis
Data Analytics
Data Manipulation
Data Modeling
Data Science
Data Structures
Data Visualization
Data Wrangling
Datasets
Deep Learning
Distributed Computing
Docker
Education
Exploratory Data Analysis
Flask
forecasting
Git
GitHub
Google Cloud Platform (GCP)
Graphics Processing Unit
html
Hugging Face
Image Editing
Image Processing
Integration
Keras
Key Performance Indicators
Large Language Models (LLM)
Large language models (LLM)
Leadership
Linux
Literature Reviews
Machine Learning
Machine Learning (ML)
Machine Learning Algorithms
Management
Market Basket Analysis
Mathematica
Mathematical Modeling
MATLAB
Matplotlib
Microsoft Azure
Microsoft Excel
Microsoft Office
Microsoft SQL Server
MLflow
MLOps
MySQL
Natural Language Processing (NLP)
NLTK
Numerical Optimization
NumPy
Object-Oriented Programming (OOP)
OpenAi
OpenCV
Optimization Techniques
Pandas
Pandas (Software)
Parsing
Pattern Recognition
Predictive Analytics
Predictive Modeling
Problem Solving
Problem Structuring
Programming
Python
Python (Programming Language)
PyTorch
Pytorch
R
R (Programming Language)
Research
Research and Development (R&D)
Research Scientist
Research Skills
scalability
Scientific Computing
Scikit
Scikit-Learn
Seaborn
Search
simulations
Software Development
Software Engineer
SQL
Statistical Analysis
Statistical Data Analysis
Statistics
statistics
Stemming
Support Vector Machine (SVM)
SVM
TensorFlow
Tensorflow
Text Analytics
Thought Leadership
Transformer
Vector Databases
Vision
Web

Education

indian institute of science iisc

Master of Science - MS

2019 - 2020

indian institute of science iisc

Bachelor's degree

2015 - 2019

Frequently asked questions

What company does ARAVIND S work for?

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ARAVIND S works for indian institute of science

What is ARAVIND S role in their workplace?

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ARAVIND S's role in their workplace is Research Assistant

What is ARAVIND S's tenure in their workplace?

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ARAVIND S's tenure in their workplace is 0.83 years

What is ARAVIND S's total experience?

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ARAVIND S's total experience is 1.92 years

What is ARAVIND S's LinkedIn profile?

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ARAVIND S's LinkedIn profile can be found here

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ARAVIND S's email address is araXXXXXXXXXXXXXXXXXXom. Unlock here

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ARAVIND S's phone number is +91XXXXXXXX90. Unlock here

What schools did ARAVIND S attend?

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ARAVIND S has attended indian institute of science iisc, indian institute of science iisc

What companies has ARAVIND S worked with?

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ARAVIND S has worked with indian institute of science, cogknit semantics pvt. ltd.

What are some of ARAVIND S's skills?

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ARAVIND S has skills in Airflow, Algorithms, Amazon Web Services (AWS), Amazon Web Services (AWS), analytics, API Gateways and more.

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