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Arun Murali

@arunmurali

Senior Data Scientist at Gameskraft

Bangalore

https://www.linkedin.com/in/arun-murali-2ba3a382/

GameskraftNIT Calicut

Results-driven data scientist with 10 years of experience and expertise in AI. Passionate about leveraging data analytics and machine learning to extract insights from data. Seeking a challenging role as a data scientist to contribute to the development and implementation of innovative solutions.

Experience

Senior Data Scientist

Gameskraft

•Dec 2018 - Present•Bangalore

Conducted exploratory data analysis on large datasets to identify trends, patterns, and actionable insights. Developed and implemented machine learning models for predictive analytics and optimization, resulting in higher revenue and user engagement. Collaborated with cross-functional teams to define project goals, data requirements, and evaluation metrics. Conducted statistical analysis to validate hypotheses and support data-driven decision-making. Presented findings and recommendations to stakeholders, effectively communicating complex technical concepts to non-technical audiences. Developed automated data pipelines and workflows to streamline data collection, processing, and analysis. Used NLP, Deep learning, Computer vision for projects

Data Scientist

Shell

•Jul 2018 - Nov 2018•Bangalore

Leveraged advanced statistical techniques to analyze customer behavior, identify key drivers, and optimize marketing campaigns, leading to higher revenue. Developed predictive models to forecast customer demand, enabling accurate inventory planning and cost savings. Collaborated with software engineers to deploy machine learning models into production systems. Assisted in the design and execution of A/B tests to evaluate the impact of business strategies. Prepared reports and visualizations to present insights and recommendations to senior management. Used NLP, Deep learning, Computer vision for projects

Data Scientist

Icici Bank

•Sep 2015 - Jun 2018•Bangalore,Hyderabad

Led data analysis and predictive modeling initiatives, resulting in [specific achievements or improvements]. Developed and implemented machine learning algorithms to drive business insights and optimize processes. Collaborated with cross-functional teams to define project goals, data requirements, and deliverables. Conducted statistical analysis and hypothesis testing to validate findings and support decision-making. Presented complex data findings and recommendations to stakeholders in a clear and concise manner. Designed and developed data pipelines for efficient data collection, processing, and analysis. Used NLP, Deep learning, Computer vision for projects

Data Scientist

Samsung

•Jun 2014 - Aug 2015•Bangalore

Conducted exploratory data analysis on large datasets, identifying trends and patterns. Developed statistical models to analyze customer behavior and optimize marketing strategies. Collaborated with a team of data scientists and engineers to deploy machine learning models. Assisted in A/B testing and experimental design to evaluate the impact of business strategies. Prepared comprehensive reports and visualizations to communicate insights to senior management.

Software Engineer

Tavant Technologies

•Nov 2012 - May 2014•Bangalore

Conducted exploratory data analysis on large datasets, identifying trends and patterns. Developed statistical models to analyze customer behavior and optimize marketing strategies. Collaborated with a team of data scientists and engineers to deploy machine learning models. Assisted in A/B testing and experimental design to evaluate the impact of business strategies. Prepared comprehensive reports and visualizations to communicate insights to senior management.

Education

NIT Calicut

Btech

ECE

Jan 2012

Skills

AI
GenAI
Deep Learning
NLP
Language modeling
LLM training and fine tuning
Building RAG App
Langchain
LlamaIndex
PEFT
Transformers
Vision Transformers
Diffusers
Multimodal AI
Data analysis and interpretation
Machine learning algorithms and models
Algorithms and data structures
Blockchain technology and protocols(eg:Ethereum)
Blockchain Analysis
Statistical analysis and hypothesis testing
Python
SQL
Tensorflow
Keras
Pytorch
Tableau
Matplotlib
Seaborn
Spark