About
Experienced Sr. Data Scientist with 8+ years of expertise across Semiconductor, Telecom, and Energy sectors, specializing in data-driven problem solving, GenAI, NLP, Deep learning, machine learning. Proficient in statistical analysis, predictive modeling, Deep learning, NLP, GenAI, data visualization, and algorithm development, consistently delivering actionable insights that drive business impact.
In "Semiconductor" domain, I developed a PRB Throughput prediction model using AI Algorithms, exposed as an API via the Flask framework, and automated data pipelines to reduce processing time by 10%. and similarly in "Telecom", I created feature engineering pipelines and deployed machine learning models for real-time network performance predictions, improving decision-making speed. Currently in "Energy domain", I optimized energy consumption forecasting models, supporting sustainability initiatives and adapting to market changes.
Skilled in Python, GenAI,Deep Learning,Machine Learning, NLP, SQL, Mlops, Docker, GCP, and BigQuery, I excel in deploying machine learning models into production environments. I am experienced in managing data pipelines, performing data mining, and developing feature engineering techniques to enhance model accuracy. Committed to delivering quality and timely results, I collaborate closely with stakeholders to ensure business objectives are met.
- Birthday: 02 August
- Phone: +91-9334904079
- City: Bangalore, KA, INDIA
- Email: kmr.gautam2893@gmail.com
Interests
Software Development
GenAI
Knowledge Graph
MlOps
Machine Learning
Deep Learning
Natural Language Processing
Python
Visualization
Algorithms
Data Base
Node Js
FAST API
AI-Chat Bot
Neo4j
Education
MTech in Data Science
March 2021 - 2023
Relevant Coursework
- Distributed Database Systems
- Cloud Computing
- Foundation Of Algorithms
- Natural Language Processing
B.Tech. in Electronics & Communication Technology
July 2012 - May 2016
Relevant Coursework
- Database Management Systems
- Algorithms & Optimization for Big Data
- Machine Learning
- Deep Learning
Experience
Racanaa Energy (Bangalore)
Jan-2024 - Present
Sr. Data Scientist
- Developed Twin Energy Prediction model using GenAI and exposing the models as API using FastAPI, Hugging face framework.
- Created an automated data pipeline thats allowing faster analysis and decision-making.
- Developed the Feature engineering pipe line for model techniques and for analysis.
- Developed the API to provide a suggestion to make change in Energy SOPs .
- Deployed a Machine learning model in production, enabling real-time predictions using web application.
- Worked with project management and stakeholder and responsible for quality and timeliness of product deliverables.
- Tech Used : Python, GenAI, Deep Learning, Machine Learning , NLP, mySQL, Docker,Git, AWS.
Ericsson (Noida)
Oct-2022 - Jan-2024
Data Scientist
- Developed a PRB Throughput prediction model using XGBoost as well as exposing the models as API using Flask framework.
- Created an automated data pipeline that reduced data processing time by 10%, allowing for faster analysis and decision-making.
- Developed the Feature engineering pipe line for model techniques.
- Developed the API to provide a suggestion to make change in customer's Network.
- Deployed a Machine learning model in production, enabling real-time predictions in a web application.
- Worked with project management and stakeholder and responsible for quality and timeliness of product deliverables.
- Tech Used : Python, Machine Learning , NLP, PostgreSQL SQL, Docker,Git, GitHub , GCP , Big Query, NEO4J
HCL Technologies (Bangalore)
Sep-2021 - Oct-2022
Data scientist
- Experienced in text analytics, Machine learning, NLP, performance Tuning and web application deployment.
- Developed classification/regression models using various techniques like Linear/Logistic regression, random forests, decision tree as well as exposing the models as API using Flask framework.
- Build on Feature engineering techniques and several distance measures and worked closely with integration teams.
- Created an data mining, data pre-processing, analyzing data pipe line and implementing various statistical and machine learning.
- Handled project management and stakeholder management activities and owning quality and timeliness of product deliverables.
- Worked with project management and stakeholder and responsible for quality and timeliness of product deliverables.
- Configured, troubleshot, and administered server‑side web applications for the statistics department.
- Tech Used : Python,MYSQL, Machine Learning,Docker,NLP, Bit bucket, GCP , Big Query
Accenture (Bangalore)
Jan-2017-Aug-2021
Data scientist
- Experience in Text Analytics, recommendation engines and text matching models.
- Build regression models using techniques like Linear/Logistic regression, random forests, decision tree, and Boosting algorithms.
- Created and tested Feature engineering techniques like PCA, Entropy and several distance and similarity measures attributes.
- Worked on data mining technique, data pre-processing and implementing various statistical and machine learning.
- Worked closely with integration teams for productionization of the projects.
- Worked with project management and stakeholder and responsibile for quality and timeliness of product deliverables.
- Tech Used : Python,MYSQL, Machine Learning, Docker, NLP, Bit bucket, Microsoft Azure
Skills
Programming Languages
Databases
Python Libraries
Frameworks
Cloud Platform
IDE (Integrated Development Environment ) Tools
Tools
Visualization
Resume & Links
Resume
The link contains downloadable resume
Contact
Address
Bangalore, INDIA
Social Profiles
kmr.gautam2893@gmail.com
Contact
+91-9334904079