Sai Krishna Reddy Gopi Reddy
Indianapolis,IN
Summary
Resourceful Graduate Research Assistant passionate about advancing knowledge in machine learning through high-quality research. Self-motivated professional with excellent communication, planning, and problem-solving abilities.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Graduate Research Assistant
SOIC, IUPUI
Indianapolis, IN.
08.2021 - Current
- Sjogren's syndrome is a chronic autoimmune disorder identified by its two most common symptoms - dry eyes and dry mouth
- This project has annotated sentences extracted from abstracts of various papers
- Project goal is to diagnose Sjogren's syndrome early by classifying each word in a sentence into one of four categories:
- 1. Risk Factors, 2. Associated Conditions, 3. Diagnostics tests, 4. Signs and Symptoms.
- Results from this model will help diagnose patients with Sjogren's syndrome
- Gathered, reviewed, and summarized literature from scientific journals such as SciFinder and PubMed and produced graphs and other scientific calculations using python.
- Performed statistical, qualitative, and quantitative analysis.
- Skills used: NLP, Deep learning, BERTS, Transformers, Bi-Lstm, CNN
- Contributed to professionally-written scientific papers for publication.
Data Engineer
IBRC, Kelly School of Business, IU
Indianapolis, IN
07.2021 - Current
- Accomplished successful maintenance of several databases like USA census statistics, Employment statistics data
- Developed a python web scraping script to handle blockers and get data
- Daily routines include: Handling various types of data,
- Collaborated with my team on ETL (Extract, Transform, Load) tasks, maintaining data integrity and verifying pipeline stability.
- Skills: Python, Pandas, MySQL, HTML, Java script, Machine learning
Student Data Analyst
Career Service Department, IUPUI
Indianapolis, IN
01.2021 - 06.2021
- Performed Weekly, Annual Graduate student's statistical report analysis
- Analyzing Graduate students' data weekly by building relevant graphs using python
- Produced monthly, annual reports using python, tableau to analyze statistics of graduate students' data
- Coordinated statistical data analysis, design, and information flow.
- Skills: Pandas, Numpy, Scipy, tableau, power BI.
Machine Learning Engineer
AAIC Technologies Pvt. Ltd
Hyderabad, India
11.2019 - 10.2020
- Built segmentation models to list out the Python pixels of the image containing defects
- Design a pipeline to combine all the models
- Built metrics to find the accuracy of the classification and prediction model
- Researched, designed, and implemented a machine learning model which Succeeded in classifying the defects in the images by category
- Skills: Computer vision, CNN, LSTM, GANS.
Machine, Engineer Intern
Cyient Pvt Ltd, Learning
Hyderabad, India
01.2019 - 07.2019
- Built a convolution neural network (CNN) model and fine-tuned the output layer to detect poles in an image
- Handled data duplication by various techniques and data cleaning using Python
- Built a model with bottleneck features of ImageNet data using vgg16 CNN architecture and provided accuracy
- Convolution Neural Networks, Pandas, Numpy, Deep
- Learning.
Education
Master of Science - Applied Data Science
Indiana University Purdue University Indianapolis
Indianapolis, IN06.2021
Skills
- C programming, Python, Spark, R, SQL, JavaScript, Html,
- CSS, Machine learning, Computer vision, Natural language
- Processing (NLP), ML Algorithms, Image processing, tensor
- Tensor Flow, Py-Torch, NumPy, SK-learn
- COURSEWORK
- Database, Data Mining, Data Visualization, Cloud
- Computing, Data Analytics, Statistical Inference,
- Mathematics, Machine Learning, Deep Learning
- Object-Oriented Programming
- Faculty collaboration
- Academic research
- Data analysis
- Risk analysis
- Advanced analytics
- Structure designs
- Statistical analysis
- Self-Motivated
- Critical Thinking
- Decision Making
- Virtualization
- Analytical and Critical Thinking
- Excellent Communication
Accomplishments
- Stack Overflow Tag Prediction: Trained a Multi-label
- Classification model using Pyspark to predict the tags associated with the given query
- LSTM Language Translation: Trained a deep LSTM model to automate the text translation from Hindi to English
Affiliations
ML cell IIT, Hyd, India).ML Course(AAIC Technologies Pvt. Ltd, Hyd, India)
Certification
- Machine Learning Training - Sept 2019- Oct 2020
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote
Experience is a hard teacher because she gives the test first, the lesson after.
Vernon Law
Timeline
Graduate Research Assistant
SOIC, IUPUI
08.2021 - Current
Data Engineer
IBRC, Kelly School of Business, IU
07.2021 - Current
Student Data Analyst
Career Service Department, IUPUI
01.2021 - 06.2021
Machine Learning Engineer
AAIC Technologies Pvt. Ltd
11.2019 - 10.2020
Machine, Engineer Intern
Cyient Pvt Ltd, Learning
01.2019 - 07.2019
Master of Science - Applied Data Science
Indiana University Purdue University Indianapolis
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