Dwaraknaath Varadharajan
Product at PCI Energy Solutions | Forecaster | Battery Trader | Energy Market
- Role
- Product Manager at PCI Energy Solutions
- Location
- Raleigh, NC, US
- LinkedIn followers
- 500 followers
About Dwaraknaath Varadharajan
Results-oriented Product Manager with over 5 years of experience in large-scale software product development, cloud computing, and advanced analytics. Expertise includes AWS Cloud Platform, machine learning, statistics, business intelligence, and NLP with large language models. Proficient in Python, Power BI, SQL, and advanced techniques like fine-tuning language models and retrieval-augmented generation (RAG). Successfully led a team in developing a SaaS platform end-to-end for forecasting energy outputs, driving innovation and efficiency in renewable energy solutions- Developing tools to integrate large language models into Analytics Applications- Developing tools for electric utilities to help them make intelligent decisions in the Energy Market- Analyze and predict the difference between DA Location Marginal Price(LMP) and RT LMPLink to GitHub repo - https://github.com/dwarak98- Passionate about creating Free and Open-Source Software. Forte- Forecasting (Load, Solar, Wind, and Prices (DA LMP))- Optimization (Economic Dispatch and Unit commitment)- Large Language Model (Specifically in Prompt engineering, RAG, Text to SQL, and Multi-Agent system)- ETL (AWS Glue, AWS Lambda, AWS Athena)- BI and Visualization (Power BI, AWS Quicksight, Bokeh, Streamlit)- ML (AWS SageMaker, MLFLOW, Optuna, Deep NN, Lightgbm, Feature Engineering, Anomaly Detection, Conformal Prediction, Data Imputation, Amazon Forecast)- Energy Markets (SPP)- Skilled in R, Shiny, Python, SQL, VBA, SAS, Java, Matlab/SimulinkStrong academic credentials with a Bachelor of Technology - BTech degree focused in Power Systems and Power Electronics from National Institute of Technology Tiruchirappalli.
Experience
Product Manager
Jul 2021 — Present · Raleigh, NC, US
Education
North Carolina State University
Master's degree, Electrical Engineering
2018 — 2019
National Institute of Technology, Tiruchirappalli
Bachelor of Technology - BTech, Electrical and Electronics Engineering
2014 — 2018
Maharishi International Residential School
High School, Computer Science
2012 — 2014
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