Summary
Overview
Work History
Education
Skills
Websites
Courses And Certification
Projects
Certification
Languages
Additional Information
Timeline
Generic
Ankit Indorkar

Ankit Indorkar

Bengaluru

Summary

Proactive Data Scientist & Data Analyst with 3+ years of experience in SQL, Machine Learning, Natural Language Processing, and Python. Seeking a challenging role to leverage analytical and problem-solving abilities. Proven track record delivering accurate insights and developing large-scale web applications with Flask and Streamlit. Effective driver of the data science lifecycle from data collection to actionable insights. Communicative and collaborative with a history of improving data-driven operations to support corporate goals and enhance decision-making processes.

Overview

3
3
years of professional experience
1
1
Certification

Work History

Data Analyst

Concentrix Service India Pvt ltd.
03.2023 - 12.2023
  • Process Optimization:
  • Automated manual processes using Python, resulting in a 20% increase in efficiency.
  • Streamlined and optimized processes, including data cleansing, integration, and report generation, leading to a 15% reduction in processing time.
  • Data Extraction and Transformation:
  • Extracted and prepared data from diverse sources using SQL, improving data retrieval speed by 25%.
  • Cleaned and formatted data for analysis and processing, enhancing data quality by addressing 95% of missing values and outliers.
  • Statistical Analysis:
  • Applied statistical techniques and models with R and Python for data analysis, uncovering actionable insights.
  • Utilized descriptive and inferential statistics, regression, clustering, and machine learning to derive insights, leading to a 30% improvement in decision-making processes.
  • Predictive Analytics and Forecasting:
  • Built predictive models and forecasted future trends using Python, resulting in a 15% increase in forecasting accuracy.
  • Anticipated trends and outcomes through techniques like time series forecasting, regression, and machine learning, contributing to a 20% improvement in strategic planning."

Data Science Intern

AI VARIANT
10.2022 - 03.2023
  • Gained hands-on experience in statistical analysis, machine learning algorithms, and model deployment
  • Conducted data preprocessing and cleaning to prepare data for analysis, and implemented statistical analysis techniques such as hypothesis testing and regression analysis
  • Built and tested machine learning models using Python and Scikit-learn, and gained experience working on real world data science projects.

Data Science Intern

Excelr Solutions
01.2021 - 03.2022
  • Completed a full time rigorous Data Science course covering statistical analysis, machine learning, and practical applications.
  • Proficient in Python, SQL,Tableau, Advance Excel and data analysis libraries.
  • Developed skills for data-driven decision-making and problem-solving. The program emphasized hands-on projects, providing practical experience in applying data science methodologies

Education

MTech - Power System -

Lakshmi Narayan College of Technology And Science
Bhopal, MP

BE - Electrical and Electronics Engineering -

Lakshmi Narayan College of Technology
Bhopal, MP

Skills

  • Machine Learning
  • Deep Learning
  • Artificial Intelligence
  • Neural Networks
  • Natural Language Processing (NLP)
  • RNN, CNN, LSTM
  • Computer Vision(CV) - Yolo
  • Time series Forecasting
  • Large Language Model (LLM)
  • Machine/Deep Learning Libraries: Pandas, Numpy, Sciket-Learn, Scipy, Opencv, BeautifulSoup, Keras, Tensorflow, Pytorch
  • Data Visualization Libraries: Matplotlib, Seaborn
  • Natural Language Processing Libraries: NLTK, Genism, Spacy, Textblob, BERT
  • Tools: Jupyter Notebook, Google Colab, SQL Workbench, Tableau, Advance Excel, Mysql, VS Code

Courses And Certification

  • IBM - Machine Learning with Python
  • Coursera - Google Data Analytics Professional Certificate
  • Microsoft and LinkedIn - Data Analysis
  • Microsoft and LinkedIn - Generative AI
  • TATA - Data Visualization
  • ExcelrSolutions - Data Science Certification
  • Hacker Rank - SQL (Basic)
  • Hacker Rank - SQL (Advanced)
  • Hacker Rank - PYTHON (Basic)

Projects

PROJECT 1 - Financial Sentiment Analysis, The goal is to develop a machine learning model for financial sentiment analysis to gauge the impact of financial statements on business and government. And also, to classify the sentiment of financial statements as positive, negative, or neutral, and use this information to make informed business decision and government policies. 


PROJECT 2 - Electric Motor Speed Prediction, The goal is to predict motor speed based on the other attributes available in the dataset. This includes sensor Data such as ambient temperature, coolant temperature, voltage and current components, torque and temperature Measurements of various parts of the motor. The goal is likely to improve performance and efficiency of the Permanent magnet synchronous motor (PMSM) by understanding the relationship between the sensor data and motor speed.


PROJECT 3 - Credit Card Default Prediction, The goal is to predict the probability of credit default based on credit card owner's characteristics and payment history. 


PROJECT 4 - Rock Paper Scissors Prediction, This Rock, Paper, Scissors game utilizes machine learning with a Keras and Tensor Flow-powered neural network. By analyzing a dataset of user interactions, the model predicts moves, offering a modern and adaptive gaming experience. Experience the classic game with a cutting-edge twist! 


PROJECT 5 -  Object Detection, Live Tracking and Segmentation using YoloV8 (Computer Vision), The goal is to implement and optimize an intelligent vehicle transport system using YOLOv8 Ultralytics, incorporating Object Detection, Segmentation, and Tracking. The primary goal is to enhance real-time monitoring, improve safety measures, and contribute to the evolution of efficient and innovative solutions within the realm of smart transportation.

Certification

  • IBM - Machine Learning with Python
  • Coursera - Google Data Analytics Professional Certificate
  • Microsoft and LinkedIn - Data Analysis
  • Microsoft and LinkedIn - Generative AI
  • TATA - Data Visualization
  • ExcelrSolutions - Data Science Certification
  • Hacker Rank - SQL (Basic)
  • Hacker Rank - SQL (Advanced)
  • Hacker Rank - PYTHON (Basic)

Languages

English
Bilingual or Proficient (C2)
Hindi
Bilingual or Proficient (C2)

Additional Information

Note - I am not limited to my current skill set and am always willing to learn and acquire new skills to enhance my performance

Timeline

Data Analyst

Concentrix Service India Pvt ltd.
03.2023 - 12.2023

Data Science Intern

AI VARIANT
10.2022 - 03.2023

Data Science Intern

Excelr Solutions
01.2021 - 03.2022

MTech - Power System -

Lakshmi Narayan College of Technology And Science

BE - Electrical and Electronics Engineering -

Lakshmi Narayan College of Technology
Ankit Indorkar