Open to opportunities

Naveen LG

@naveenlg

Message

Senior Data Scientist building ML/NLP and GenAI systems that automate workflows and drive product impact.

India

Message

What I'm looking for

I’m looking for a team where I can build and deploy ML/NLP + GenAI solutions end-to-end, own MLOps automation on cloud, and partner with product to turn analytics into measurable performance improvements.

I’m a Data Scientist with 9 years of experience specializing in data-driven research, career growth for product development, and automation. I design and deploy AI solutions across Machine Learning, Natural Language Processing, Generative AI, and Deep Learning, translating advanced analytics into optimized business outcomes through strong Python and end-to-end delivery.

In my recent roles, I engineered an AWS MLOPS-driven pipeline—building cross-account Nexus architecture with ML Flow, Air Flow, and Grafana dashboards, and automating an event-driven RAG ingestion pipeline using Lambda, Step Functions, and API Gateway. Earlier, I improved accuracy by 15% by standardizing statistical methodologies (hypothesis testing, validation, reproducibility) and optimized SQL query performance by 20%; I also delivered end-to-end predictive modeling and forecasting, including a neural speech-recognition system using spaCy and NLTK, and ML implementations with scikit-learn and TensorFlow/Keras. I bring this same rigor to product work—building solutions like a Flask/Django Document QNA system (Streamlit UI, Chroma DB, and GROQ API), churn prediction and clustering models, and PySpark-based forecasting pipelines (ARIMA/SARIMA/FB-Prophet), with a clear focus on measurable impact.

Experience

Work history, roles, and key accomplishments

Data Scientist

Bayer

Oct 2025 - Jun 2026 (8 months)

Engineered cross-account MLOps architecture using MLflow, Airflow, and Grafana on AWS, integrating Lambda, Step Functions, and API Gateway to support secure event-driven RAG ingestion for Streamlit apps.

AWS MLFlow Airflow Grafana Lambda Step Functions API Gateway RAG Streamlit MLOps

Senior Data Scientist

Fractal Analytics Pvt Ltd

Feb 2024 - Aug 2025 (1 year 6 months)

Developed machine learning and AI solutions in Python and SQL, applying deep learning, NLP, and GENAI fundamentals to solve business problems and support ML automation.

Python SQL Machine Learning Deep Learning NLP Generative AI TensorFlow Automation Model Development

Automation Lead

Robotico Digitals

Nov 2022 - Feb 2023 (3 months)

Built statistical methodologies and ML/DL solutions in Python for client requirements, and delivered Power BI visualization and reporting across multiple applications.

Python Statistical Modeling Machine Learning Deep Learning Power BI Data Visualization ETL Reporting

Senior Specialist

Mouri Tech

Jan 2021 - Oct 2022 (1 year 9 months)

Collaborated with cross-functional teams to design and deploy ML/AI models, improving accuracy by 15% and boosting predictive reliability. Standardized statistical methodologies, engineered supervised/unsupervised models with scikit-learn, optimized SQL queries to speed retrieval by 20%, and built deep learning solutions with TensorFlow/Keras and speech recognition using spaCy and NLTK.

scikit learn TensorFlow Keras SQL Feature Engineering Hyperparameter Tuning SpaCy NLTK predictive modeling Data Validation

Senior Software Engineer

Ugam Solutions

Nov 2019 - Dec 2020 (1 year 1 month)

Developed machine learning and deep learning models for predictive outcomes, supporting time series forecasting and data mining to meet client reporting objectives. Optimized SQL for data extraction and partnered with cross-functional teams on statistical methodology and validation workflows.

Machine Learning Deep Learning Time Series Data Mining SQL Python predictive modeling Data Quality Model Validation

Member Technical

Broadridge Financial Solutions

Jun 2018 - Nov 2019 (1 year 5 months)

Built predictive models for clients using machine learning and statistical methodologies, including hypothesis testing, model preparation, and validation in R. Supported stock market sales planning and time series forecasting, performing Python-based data preprocessing and SQL optimization to improve model accuracy.

Machine Learning R Python Hypothesis Testing Time Series Models data preprocessing SQL predictive modeling

Software Developer Trainee

Gurron Technologies Pvt Ltd

Jan 2016 - Jun 2018 (2 years 5 months)

Processed and optimized SQL for analysis and reporting, and supported data preprocessing and cleaning in Python. Created BI reports and interactive dashboards in Excel, Tableau, and Power BI, using Power Query ETL and DAX with star schemas to deliver predictive analytics and insights.