Hello, my name is
Tony Regi Jacob
And I'm a

About me

I'm Tony R Jacob and I'm a

Innovative and results-oriented Data Scientist with over 2 years of professional experience and a strong foundation of 6 years in Python, R, and SQL. Demonstrated expertise in data analysis, cleaning, and transformation, leveraging advanced machine learning development techniques for optimal predictive modeling. Proficient in deploying deep learning models and enhancing operational efficiency through effective collaboration. Possesses robust statistical modeling skills, excelling in hypothesis testing and Bayesian statistics. Adept at conveying complex insights through impactful presentations, fostering informed decision-making. Eager to contribute strategic value to data-driven projects and initiatives.

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My Resume

Summary

Tony R Jacob

I am a seasoned Data Scientist and Analyst with over 2 years of practical expertise and a robust 6-year background in Python, R, and SQL. Proficient in data analysis, advanced machine learning, statistical modeling, and effective communication, I am poised to contribute impactful insights to data-driven projects.

  • Ontario, Canada
  • (+1) 343 558 3846
  • tonyrjacob@gmail.com

Education

Ontario College Graduate Certificate in Artificial Intelligence and Data Science

May 2022- Dec 2023

Loyalist College Toronto, Canada

  • Utilize Python (Pandas, NumPy, SciPy), R, and SQL for collecting, manipulating, and mining data to fulfill organizational requirements.
  • Develop expertise in designing process-specific data models and creating software applications using advanced tools like Python, R, and SQL for efficient data manipulation and reporting.
  • Evaluate and implement cutting-edge data analytics and business strategies, leveraging skills in Python, R, SQL, and advanced machine learning models (e.g., XGBoost, LightGBM, SVM Kernels) to respond to opportunities and provide innovative project solutions.
  • Advance proficiency in data analytics, business intelligence tools, and research methodologies to support evidence-based decision-making. Specialize in developing AI models, including advanced techniques like Autoencoders and Transformers, for pattern identification and autonomous task performance.

Master of Science in Statistics

July 2017- Mar 2019

Loyola College Chennai (Madras University), India

  • Supervised and Unsupervised Learning
  • Testing of Statistical Hypothesis, Applied Experimental Designs, and Multivariate Analysis
  • Python programming, R language, SQL, and SAS for data science
  • Data Warehousing and Data Mining

Bachelor’s in Mathematics

Aug 2014 - Mar 2017

St. Thomas College Pala (Mahatma Gandhi University), India

  • Statistics and Probability
  • Linear Algebra
  • Calculus
  • Differential Equations

Professional Experience

Data Analyst

Dec 2020 – Mar 2022

XShip Design and Analytics and Private Limited, India

  • Work collaboratively with stakeholders to leverage company data for actionable solutions.
  • Mine and analyze data from company databases using advanced tools (Python, Pandas, NumPy, SciPy) for optimized predictive modeling.
  • Assess the effectiveness and accuracy of new data sources and gathering techniques, employing data cleaning methods (Outlier Detection, Imputation Methods) and data transformation techniques (Normalization, Feature Scaling).
  • Select features, build custom data models, and apply machine learning techniques, including classification (XGBoost, LightGBM, SVM Kernels), regression (Regularization Methods), and clustering.
  • Contribute to deep learning model development and deployment, utilizing advanced frameworks such as TensorFlow, PyTorch, and scikit-learn.
  • Coordinate with functional projects to implement models and monitor outcomes, demonstrating proficiency in ensemble methods (Stacking, Boosting) and deep learning concepts (Autoencoders, Transformers).
  • Manipulate various imagery sources to draw insights and find solutions, applying exploratory analysis (Multivariate Analysis, Anomaly Detection) and visualization tools (Power BI, Tableau).
  • Predict geographical map features using statistical and Machine Learning models trained on combined data sources, showcasing skills in hypothesis testing, Bayesian statistics, and time series analysis.

Data Scientist – Intern

May 2018 – Jun 2018

Indian Statistical Institute (ISI), India

  • • During this time involvement in the project titled "Analysis of Birth Weight Data," gained valuable experience and applied various machine learning techniques. Specifically, utilized logistic regression model fitting and employed classifiers such as KNN, decision tree, and support vector machine to analyze the data.

My Skills

My creative skills & experiences.

I possess advanced skills in data science, excelling in machine learning development, statistical modeling, and proficiently handling data through techniques like cleaning and transformation. My programming expertise spans Python, SQL, and R language, complemented by full-stack development capabilities and proficiency in deep learning frameworks.

Data Science
Machine Learning Development
Statistical Modeling
Data Handling and Processing
Programming
Python
SQL
R Language
Full Stack Development
Deep Learning Frameworks
Mathematics

My Projects

Animal Species Detetction

I successfully trained and implemented YOLOv7 for animal species detection, deploying the model on Azure with a user-friendly interface.

Machine Learning models

I have expertise in building multiple machine-learning models across various domains.

Model Comparison

Comparative Study between Linear Model and Non-Linear Models along with Ensemble Models on Regression Datasets, Using R language

Contact me

Get in Touch

Thank you for exploring my profile. Should you wish to connect with me, kindly complete the form below, or feel free to reach out via email at tonyrjacob@gmail.com

Name
Tony R Jacob
Address
Ontario, Canada
Email
tonyrjacob@gmail.com