NITHISHA REDDY
Data Scientist
Summary
3 years of industry experience with 2 years of experience as Data Scientist using Machine Learning and Deep Learning algorithms. Working experience and extensive knowledge in python with libraries such as Sklearn, TensorFlow, NumPy, Pandas, Matplotlib, Seaborn. Worked on tools like - Visual Studio, Jupyter Notebook, IBM Cognos, Django framework, Power BI, Tableau. Achieved Outstanding performer title for delivering critical project successfully. Have excellent communication and agile team work experience.
Overview
3
3
years of professional experience
5
5
years of post-secondary education
2
2
Certifications
3
3
Languages
Work History
Operational Excellence Project
Godrej Agrovet Ltd
10.2020 - 12.2021
- Delivered a benefit of Rs 10 crore by reducing production losses by 20% and improved management control system
- Performed Pareto analysis to understand the relation between various parameters effecting the oil losses
- Identified solutions to complex and challenging problems by performing root cause analysis
- Provided analytical solutions on for effective monitoring and optimization of process parameters
- Designed and implemented Excel dashboards, Power BI reports and distributed reports to management in an accurate and timely manner
- Developed and implemented Standard operational Procedures (SOP’s) to improve the process efficiency
Minimum Stock Level
Godrej Agrovet
06.2020 - 03.2021
- Reduced the store inventory levels by 10% by implementation of Minimum stock level
- Required data collected from SAP MM module
- Performed data preprocessing in jupyter notebook with NumPy and Pandas
- Identified duplicate material codes using python programming
- Created minimum stock level using decision matrix based on cost and lead time
Quality Management Application
Godrej Agrovet
01.2022 - 03.2022
- Goal is to automate the data entry process for quality data
- Developed the application using Django framework in visual studio code
- Connected Mongo dB to Django MVT flow
- Developed dashboards in the application by retrieving data from database and preprocessing it with NumPy and Pandas libraries
- Designed the application using CSS
Grading in Palm Oil Mill
Godrej Agrovet
04.2022 - 06.2022
- Collected the images of different grading categories in the factory
- Performed Model selection and build a Convolutional Neural Network algorithm
- Achieved an accuracy of 86% after training the model.
Flight Fare Prediction
Personal Project
06.2022 - 07.2022
- Dataset collected from Kaggle
- Performed model selection by tuning hyper parameters using RandomizedSearchCV
- Evaluated model performance on metrics like RMSE, MAE, MSE
- INTERNSHIP
Movie Recommendation System
Personal Project
04.2022 - 08.2022
- Data collected from TMDB API, web scraping and Kaggle
- Performed Cosine similarity to find out the similar movies based on cast and genre
- Performed Natural Language Processing (NLP) on reviews dataset using Word2vec model
- Performed Model selection and build an ANN model to classify the positive and negative reviews
- Achieved an accuracy of 86% after training the model
- Developed this application using Django framework in visual studio code.
Indian Institute of Chemical Technology
Hyderabad
05.2018 - 06.2018
- Study on synthesis and characterization of polyether sulfone-based ultrafiltration membranes
- Performed data analysis to find out relation between various parameters.
Dr. Reddy’s Laboratories
Hyderabad
06.2017 - 07.2017
- Study on factors affecting the tapped density of SUM-4 crystals
Education
Intermediate - undefined
Narayana Junior College
06.2013 - 03.2015
SSC - undefined
Siddhartha Grammar High School
B. Tech - chemical Engineering
NIT Warangal
08.2015 - 05.2019
Skills
Python
NumPy & Pandas
Scikit-learn
Tensorflow
SQL
Django Frame work
MS Excel & Power point
Power BI & Tableau
Data Visualization
Certification
Advanced Certification in Data Science & Artificial Intelligence by CCE IIT Madras & Intellipaat
Additional Information
- Hosted a conference on behalf of Godrej Agrovet Ltd OPP in Mahabalipuram, Chennai
- Received Outstanding team award for successful delivery of operational excellence project.
Timeline
Flight Fare Prediction
Personal Project
06.2022 - 07.2022
Grading in Palm Oil Mill
Godrej Agrovet
04.2022 - 06.2022
Movie Recommendation System
Personal Project
04.2022 - 08.2022
Quality Management Application
Godrej Agrovet
01.2022 - 03.2022
Operational Excellence Project
Godrej Agrovet Ltd
10.2020 - 12.2021
Minimum Stock Level
Godrej Agrovet
06.2020 - 03.2021
Indian Institute of Chemical Technology
05.2018 - 06.2018
Dr. Reddy’s Laboratories
06.2017 - 07.2017
B. Tech - chemical Engineering
NIT Warangal
08.2015 - 05.2019
Intermediate - undefined
Narayana Junior College
06.2013 - 03.2015
SSC - undefined
Siddhartha Grammar High School