Summary
Overview
Work History
Education
Skills
References
Timeline
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JAYESH SELOKAR

JAYESH SELOKAR

Nagpur

Summary

A skilled Data Analyst with 4+ years of experience in applying data science and machine learning techniques to solve real-world problems. Expertise in data analysis, visualization, machine learning and statistical modelling. Strong background in programming and data visualization with experience in a variety of tools and libraries, including Tableau and AWS. Capable of creating, developing, testing and deploying services to translate business and functional qualification into deliverables.

Overview

4
4
years of professional experience

Work History

Machine Learning Engineer Analyst

YouBotics Innovations Pvt Ltd
Nagpur
01.2020 - Current
  • I worked on full-scale analytics, overseeing data processing, analysis, and reporting for a client. I implemented a data-driven decision-making process, collaborated with stakeholders to pinpoint anomalies, and utilized pareto technique to cut operational redundancies by 10%. This led to optimized resource allocation and boosted efficiency. Additionally, the data-driven approach led to a 15% rise in customer and stakeholder satisfaction
  • Conducted analysis of performance reports. Utilizing advanced clustering algorithms, I created distance-based clusters. This approach allowed me to segment candidates, enabling the development of personalized plans and services tailored to each group's unique needs. Additionally, it paved the way for the optimization of marketing campaigns, resulting in increased engagement and 15% improvement in conversion rates.
  • Improved evaluation platforms efficiency by analysing result patterns and contributed to NLP model text processing pipelines. This included custom rule implementation to enhance accuracy. Additionally, designed and implemented multiclass classification models for text categorization. These enhancements significantly improved evaluation precision
  • Built a hybrid recommendation system using collaborative and content based filtering. boosted user engagement by 10% and streamlined content delivery, reducing resource overhead by 20%. The result was an optimized personal experience, positively impacting both user satisfaction and organizational efficiency
  • Experienced in hypothesis testing, employing statistical methods to validate assumptions and drive data-driven decision-making. Skilled in formulating hypotheses, conducting tests, and interpreting results to support business strategies
  • Created Tableau Dashboards and visualizations, effectively conveying performance metrics and insights to stakeholders
  • Collaborated with business and development teams to develop and present product and demos to potential clients and investors
  • Managed pilot and support for clients.

Education

Masters in Data Science -

Woolf University (Scaler) (Online)
Online
01.2024

Bachelor of Engineering (Mechanical) -

Smt Radhikatai Pandav College of Engineering, Nagpur
Nagpur
05-2017

Skills

  • Data Analysis: Experience with data exploration, ETL, data modelling, data warehouse, statistical analysis, Hypothesis testing and probability and visualization
  • Programming Languages and tools: Python, Advance SQL, Tableau, Excel, Power BI
  • Machine learning: Experience with supervised and unsupervised machine learning algorithms, with concepts of Bagging, Boosting and clustering, recommendation techniques, deep learning algorithms among others
  • Tools and libraries: Pandas, Numpy, spaCy, NLTK, scikit-learn, AWS Sagemaker, Docker, Streamlit, flask, ML Flow, MySQL
  • Communication: Ability to communicate and present technical concepts to non-technical stakeholders

References

References available upon request.

Timeline

Machine Learning Engineer Analyst

YouBotics Innovations Pvt Ltd
01.2020 - Current

Masters in Data Science -

Woolf University (Scaler) (Online)

Bachelor of Engineering (Mechanical) -

Smt Radhikatai Pandav College of Engineering, Nagpur

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JAYESH SELOKAR