Guntapalli Suresh
Machine Learning Engineer
Visakhapatnam
Summary
Professional Summary
I have worked extensively in field of Data Science and ML ,2+ years of experience in gathering, cleaning and organizing model building . including regression, classification,neural network,natural language processing (NLP), etc. Advanced understanding of statistical, algebraic and other analytical techniques. Strong background in DNN, CNN, RNN(LSTM) and good experience in using Tensorflow, Scikit-learn, Pandas, Numpy, Pytorch. 2+years of programming experience in Python, and familiar with GPU CUDA.
Overview
3
3
years of professional experience
4
4
years of post-secondary education
2
2
Certifications
Work History
Senior Software (data Science)
Capgemini Pvt.Ltd India
Bangalore
04.2022 - Current
Working on building the recommendation system for unilever grocery products and Deploying the Azure Cloud.
Machine Learning Engineer
ITTStar Global Service
Bangalore, India
08.2019 - 01.2022
- The model consisted of multilayer neural network to predict whether a given word represents the categories : Person Organization, Location and Miscellaneous.
- Worked on Extracting the information from Financial
documents using OCR and NLP methods like text
Clustering and Text Similarity Approaches. - Analyzed the positive/negative sentiment for each given sentence Based Customer reviews.
- Using Bert model worked on the analyze attitude from review to find out the like/dislike of the customers
- Using GPT3 model to Automate the school students markers based on Essay writing.
- Worked on developing Products counting in store and with YoloV5 and Resnet model
- Developed the Sequence to sequence to translate model to translate the Hindi to English.
- Developed the Multi-labels text model for cosmetic products based on customer reviews.
Data Science Intern
Big Data Solutions
01.2019 - 04.2019
- Use machine learning and statistical modelling techniques to develop and evaluate algorithms to improve performance, quality, data management and accuracy
- Develop high precision classifiers and tools leveraging machine learning, regression and rule-based based models
- Assist several Internal Projects within a Company.
Education
Bachelor of Science - Computer Science
MVGR College of Engineering
Vizianagaram, AP 06.2014 - 06.2018
Skills
Python
Postgres
Machine Learning(Pandas, numpy, matplotlibplotlib,scikit learn),
Deep learning(Tensorflow, Keras, Pytorch)
NLP( NLTK,Spacy,Bert, Transformers architectures, text summerization, sentiment analysis)
Spark
AWS (Aws SageMaker, Glue, EMR, Athena, Lambda, S3, EC2, RDS, RedShift IAM)
Computere vision
ML ops , Docker
Azure Machine Learning service
Certification
AWS Certified Developer Associate
Accomplishments
-17/500 rank - Intel Image
Classification Challenge-Analytics-Hackathons
-32/700 - whale identification
challenge - Kaggle
Timeline
Senior Software (data Science)
Capgemini Pvt.Ltd India
04.2022 - Current
AWS Certified Developer Associate
12-2019
AWS Certified Cloud Practitioner
11-2019
Machine Learning Engineer
ITTStar Global Service
08.2019 - 01.2022
Data Science Intern
Big Data Solutions
01.2019 - 04.2019
Bachelor of Science - Computer Science
MVGR College of Engineering
06.2014 - 06.2018