Name: Sandhya Ammasi
Profile: Data Analyst/Scientist
Email: sandhyaammasi@gmail.com
Current Location: Houston , Texas
Skills
Python 90%About me
I am currently pursuing my Master's in Engineering Data Science at University of Houston,Texas
I completed my Bachelors in Computer Science & Engineering from Sri Krishna College of Engineering and Technology, Coimbatore
I have about 2 years of professional experience working in Data Science & Analytics field In my last professional experience, my day to day majorly involved building data stories, predictive models and work with various machine learning algorithms to develop POCs important for the development of the organization.
Machine Learning Libraries
Numpy, Scikit-learn, Pandas, Pytorch, OpenCV, Scipy, Matplotlib, PyWebIO, Keras, Tensor flow, CNTK
Web Scrapping Libraries:
Beautiful Soup, Scrapy, Selenium
Frameworks & Tool:
Django Rest, flask, Apache Spark, Hadoop, Map Reduce, AngularJS, Spring Boot, Git & Github
Databases:
MySQL, PL/SQL, NoSQL,MongoDB
Cloud Services:
AWS – EC2, IAM, S3,Auto-Scaling
Data Viz tool:
PowerBI, Tableau, d3.js, Plotly-Dash
Projects
Design is not what it looks like and feels like, design is how it works - Steve Jobs
OpenCV & ML
Pull Ups Counter - Gym Tracker
An AI application that counts the reps. Code writted in PYTHON , heavily uses MEDIAPIPE
Machine Learning
Medical expenditure Predictor
Predicts the medical expenditure of an individual using inputs like age, eating habits,smoking habits, family history etc. Written in python, built the model using regression algorithm
NLP & EDA
Twitter Sentiment Analysis
A complex EDA project with the combination of Web Scrapping & Natural Language Processing of the scrapped data
Nueral Network- ML API & Django
Approved or Denied !!
Built a ML model( Neural Network ) API & used DJANGO framework to create frontend inorder to predict if loan from bank could be approved or not for an individual
TensorFlow-js
Get you some Shades !
A pose estimation project written in JS.Identifies the face and applies the Black shades filter.
ML
Sale or No Sale?
Deployed an ML model on the kaggle dataset to predict the sales of the store. Used XGBoost algorithm and optimised the solution resulted in the top 25% submission in terms of accuracy
EDA & Machine Learning
Hey Taxi!!
Performed an exploratory Data Analysis and built prediction model to calculate the taxi fare predicton in New York City
Data Analysis - EDA
Give us 5 star Rating !
An exploratory data analysis of Google app ratings, reviews & pricing after Data cleaning & data wrangling. Dataset collected from Kaggle
Data Analysis & EDA
Survey Analysis
A freelance work delivered to a client who requested insights to be derived from the dataset. Performed deep data cleaning & data wrangling to result in a workable dataset.Heavily used pandas & excel to perform functions and data extractions.
NLP
Data Analysis & EDA
Web scrapped the data and performed an exploratory data analysis of NBA players data to see the correlation between different columns
MY ARTICLES AND BLOGS
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