Naveen Kumar P
Bangalore
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 Engineering.
Overview
7
7
years of professional experience
Work History
Data Scientist
Data Society
Bangalore
05.2022 - Current
- Data Analytics & Insights: Delivered actionable insights from complex datasets, including comprehensive reports like the 'COVID-19 Vaccines: Communications Measurement Status Report' for North Carolina DHHS
- Data Engineering & Cloud Solutions: Designed and optimized AWS and GCP-based data pipelines, processing real-time HubSpot data and transitioning critical workflows with Terraform for scalability and cost-efficiency
- Visualization & Automation: Built interactive dashboards in Tableau, Power BI, and Plotly for demographic and sales analytics, and automated data workflows with Tableau Prep Builder and Amazon RDS integration
- AI & ML Initiatives: Led the development of an LLM-powered content generator using LangChain, producing tailored, validated outputs for diverse applications
- Containerization & DevOps: Enhanced deployment efficiency with optimized Docker scripts and automated CI/CD pipelines using Bitbucket, accelerating development cycles
- Project & Workflow Management: Delivered high-quality results within Agile frameworks, using Jira for sprint management and backlog prioritization
- Streamlined data collection methods to minimize analysis errors
Data Scientist
RFinity Solutions
Bangalore
07.2020 - 05.2022
- Optimised meta-material antennas and detected faults in antenna arrays using machine learning
- Develop and train machine learning models (Random Forest, XGBoost, SVM) to optimise antenna performance and accurately identify faults
- Design and implement neural networks (CNN, RNN, LSTM) for image classification, NLP, and time series analysis, leveraging transfer learning for efficient model development
- Built machine learning models for antenna optimisation and fault detection
- Developed scalable applications using FastAPI and served machine learning models via REST APIs
- Conducted feature engineering and selection for credit risk assessment models
- Created automated Power BI sales dashboard for data-driven decision making
- Communicate complex data science concepts and findings to technical and non-technical stakeholders
- Streamlined data collection methods to minimize analysis errors
RF Engineer
RFinity Solutions
Bangalore
01.2018 - 07.2020
- Conducted projects and presentations on RF engineering and antenna design
- Designed RFID tags, dipole elements, and meta-material antennas
- Led implementation of RFID technologies and provided training on antenna design methodologies
- Developed ASP.NET Core Web APIs and front-end UIs for asset tracking projects
- Implemented socket programming for TCP/IP communication and designed database schemas
Education
Master of Technology - Engineering
SDM College of Engg & Tech
Dharwad08.2015
Bachelor of Engineering - Electrical, Electronics And Communications Engineering
KLE College of Engineering & Technology
Belagavi07.2012
Skills
- Python programming
- Business requirements gathering
- SQL databases
- BI tools expertise
- Feature engineering
- Deep learning
- R programming
- Machine learning
- Data wrangling
Languages
English, Hindi ,Kannada, Tamil
Timeline
Data Scientist
Data Society
05.2022 - Current
Data Scientist
RFinity Solutions
07.2020 - 05.2022
RF Engineer
RFinity Solutions
01.2018 - 07.2020
Master of Technology - Engineering
SDM College of Engg & Tech
Bachelor of Engineering - Electrical, Electronics And Communications Engineering
KLE College of Engineering & Technology
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