Summary
Overview
Work History
Education
Skills
Coreproficiencies
Projects
Websites
Software
Work Preference
Certification
SoftwareEngineer
Akshay Nair

Akshay Nair

Data Analyst/ Data Scientist

Summary

Experienced data science enthusiast with an MSc in Data Science from the University of Essex and over 3 years of industry experience. Proficient in machine learning, advanced analytics, Python, R, SQL databases, and Power BI. Proven track record in developing predictive models, creating interactive reports, and driving data-driven decision-making. Expertise in data extraction and transformation, enhancing operational efficiency across various industries. Skilled in data collection, pre-processing, and visualization. Experience collaborating with stakeholders to leverage technology for optimized processes. Pursuing full-time role that presents professional challenges and leverages interpersonal skills, effective time management, and problem-solving expertise.

Overview

6
6
years of professional experience
3
3
Certificates

Work History

Data Analyst

Fluck AI
5 2024 - Current
  • Automated data acquisition pipeline to collect and process Open Banking data 3 times daily, generating 3,000+ records per Account per day and minimizing manual intervention
  • Designed and implemented a deduplication mechanism to filter redundant entries, ensuring only unique and relevant data is stored in the database, increasing data quality
  • Transformed JSON data into structured Data Frames for seamless storage in analytical databases, enabling efficient downstream analysis and reporting.

Senior RPA Consultant & Data Analyst

rSutra Analytics and Consulting
09.2019 - 09.2022
  • Developed a sophisticated bank reconciliation system using Python and SQL, cutting processing times and streamlining operations across accounts
  • Established real-time reporting with Power BI for multiple clients, enabling informed decision-making with dynamic performance insights
  • Developed a Tokenized NLP model for customer feedback analysis, refining product ratings and optimizing support strategies
  • Spearheaded automation projects, elevating efficiency and precision in data handling for reporting and analytics
  • Provided comprehensive training to 16 junior developers in Python, SQL, Excel and Power BI, fostering technical proficiency and project leadership.

Data Analyst Intern

Sharp-i-Tech Solutions
03.2019 - 09.2019
  • Managed and analyzed 3TB+ of data with SQL and Python, refining data workflows and improving predictive modeling accuracy
  • Developed interactive dashboards and reports with Power BI and Tableau, delivering actionable insights on sales and performance metrics for cross-departmental strategic decisions
  • Conducted in-depth statistical analysis using R to decipher market trends and consumer behavior, informing targeted marketing strategies and product development efforts.

Education

Master of Science - Data Science

University of Essex
Colchester
10.2022 - 11.2023

Bachelor of Science - Electrical, Electronics Engineering Technologies

Mumbai University
Navi Mumbai
07.2012 - 11.2017

Skills

Python Programming

Coreproficiencies

  • Machine Learning (Supervised, Unsupervised, Deep Learning, Model Evaluation)
  • Python (Pandas, Matplotlib, TensorFlow, Keras, SciKit-Learn, PyTorch) and R Programming
  • Regression modelling
  • Classification Modelling
  • Neural Network and Deep Learning
  • Natural Language Processing (NLP)
  • Time Series Analysis
  • Microsoft Power BI
  • Tableau

Projects

  • Comparing Movie Recommender System :Python, Machine Learning and Deep Learning Models, TensorFlow, Collaborative filtering, Neural Network Modelling, Deep Learning.
  • Stress detection system: Python, Machine Learning Models, High Frequency Sensor Data, Time Series Analysis, Scikit-learn, Keras.
  • Credit Risk Analysis: Python, Machine Learning Models, Logistic Regression, Risk Analysis.
  • HR Analytics: Attrition Rate Prediction, Python, Machine Learning Models, Logistic Regression, HR Analytics.

## Check My Portfolio for more information ##

Software

Python Programming

R Language

VBA

Work Preference

Work Type

Full Time

Work Location

On-SiteRemoteHybrid

Important To Me

Career advancementCompany CultureWork-life balancePersonal development programsHealthcare benefits

Certification

Power BI Essential Training

Akshay NairData Analyst/ Data Scientist