Yashwanth Goduguchintha
Data Scientist
Bengaluru
Summary
Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in cloud computing,deep learning and machine learning models.
Overview
5
5
years of professional experience
5
5
years of post-secondary education
1
1
Certificate
Work History
Professional 1 Product Developer(Data Scientist)
DXC Technology / Gainwell Technologies
Bengaluru
10.2021 - Current
- Received appreciation and recognition for exceptional contributions to organization
- Responsibilities:
- Extract public and private health data from sources to obtain overall picture of Medicaid population in various states in USA
- Executed descriptive and inferential statistics to gain insight of certain public health trends, such as common diseases, insurance prices
- Built Machine Learning Solutions to predict potential trends of certain issues in health, which enhanced 25% better returns in Business
- Developed Classification Machine Learning Algorithms such as Neural Networks, Random forests, Nave bias, Naïve Bias and Decision trees for Disease Risk Detection and management.
- Set up Clustering Algorithms such as K-Means and Hierarchical ,to detect Disease sub-types and Stages
- Composed Regression Algorithms for Prediction of Medical Expenses and Health Care costs in Patient Care .
- Support vector machines (SVMs) are promising methods for predicting online auto insurance patient claims.
- Medicaid Payer Platform (MPP) Product Review ,Sentiment Analysis using transformers and GPT-3 is used to automate responses to customer inquiries
- CT Kidney dataset was collected from PACS (Picture archiving and communication system) from different hospitals in kansas(USA) where patients were already diagnosed with having kidney tumor, cyst, normal or stone findings using CNN (Keras) and OpenCV library.
- Building Document-Based Question Answering System with Lang Chain, Pinecone, and LLMs like GPT-4.
- Medicaid Payer Platform(MPP) Bill invoice : text to be extracted from this invoice image using GPT-4 , AWS Textract.
- Analyzed Data and Performed Data Preparation by applying historical model on data set in AZUREML,AWS Sage maker for Client Requirement and also used AZUREML ,AWS Sage maker for
production deployment. - Face detection & Tracking ,Face recognition ,Face Emotion recognition using open cv for patient portal Module in ECOI Application.
- LlamaIndex (private proprietary data) : Create, Save & Load Indexes, Customize LLMs, Prompts & Embeddings for Cross walk application for Texas and Ohio Client
- MLOps Deployment using Flask ,Fast api ,Stream lit , ci/cd & Docker container using K8's orchestration.
- Coordinated team of 4 data scientists working on project
- Improved accuracy of predictions by 18%.
Associate Product Developer (DevOps Engineer)
Gainwell Technologies, Former DXC Technology
Bengaluru
07.2018 - 10.2021
- Working on Creating Multiple environments from scratch, developing logging and alerts service, automated IIS (server) reset using PowerShell Script
- Worked on System requirement installations & SSRS Setup and Installation, AD and ADFS
- Setup, InRule & K2 Setup & worked Release & Upgrading Deployments to Application
- Outsystem ECOI ,Cross walk deployment using Azure Pipeline and store binaries in AWS S3 Bucket
- Creating rst's ,Deploy resultset's and client packaging for Kansas, Virgina& Vermont using Tenant Compare Tool.
- Supporting and solving Incident raised by end-users\clients
- Having good knowledge on Azure, AWS cloud platforms
- Hands on experience in AZURE Cloud Services
- Worked on creating pipeline for Datadog and Dynatrace with Azure Active Directory (App Registrations)
- Working on docker, Kubernetes, Service Fabric containerization tools
- Worked on AWS Services (EC2, S3, RDS, VPC, Elastic Cache, Route53)
- Project Worked On:
- HPP (Healthcare Payer Platform)
- Client: Kansas, Vermont, Virginia, Puerto Rico USA
- Unified Agile Application Architecture (UA3), now known as DXC Healthcare Payer Platform (HPP), is multi-phased initiative established by HLS Innovations team with goal of modernizing and upgrading Healthcare Portfolio through componentization and consolidation of HPE's various HealthCare applications and platforms
- Technologies Used: Technologies Used: Azure Kubernetes Service (AKS), AWS, Docker, MS Build, Azure DevOps, Service Fabric, ARM Templates, Python, Application insights, Load Balancer,Application insights, Recovery Vaults, Load Balancer , PowerShell, Datadog,.
- Used critical thinking to break down problems, evaluate solutions and make decisions
Education
Advanced Certification in Data Science and AI -
IIT Madras
Chennai, TN 02.2022 - 11.2022
Bachelor of Engineering - Computer Science Engineering
Sri ChandrasekarendraSaraswathi Viswa Maha Vidyala - Deemed University
Kanchipuram,India 07.2013 - 05.2017
Skills
Machine Learning: Supervised - Regression (Linear Regression), Classification (Logistic Regression, Decision Tree), Unsupervised - Clustering (k - Means), Dimensionality Reduction (PCA), Ensemble Model - Bagging (Random Forest), Boosting
Deep Learning: Neural Networks (Tensorflow,Pytorch)
NLP: Spacy , NLTK,BERT,GPT3
Programming Languages: Python, R
Statistics: Probability, Sampling, CLT, Inferential StatisticsTools : NumPy,Pandas,scikit-learn,Matplotlib,Seaborn,Tensorflow,PySpark
Deployment: Azure ML Studio, Docker, K8's,AWS Sage Maker, ML fLow, Mini kube ,Tensor Serving
Version Control: GitHub, Azure DevOps
Database: SQL
Computer Vision : OpenCV
Visualization: Power BI
CI/CD: Git Actions , Circle Ci
Certification
R Programming Course for Data Science
Timeline
R Programming Course for Data Science
09-2022
Advanced Certification in Data Science and AI -
IIT Madras
02.2022 - 11.2022
Professional 1 Product Developer(Data Scientist)
DXC Technology / Gainwell Technologies
10.2021 - Current
Associate Product Developer (DevOps Engineer)
Gainwell Technologies, Former DXC Technology
07.2018 - 10.2021
Bachelor of Engineering - Computer Science Engineering
Sri ChandrasekarendraSaraswathi Viswa Maha Vidyala - Deemed University
07.2013 - 05.2017