Data Scientist Machine Learning

VIGNESHVARAN G

Ph no: +91-805******* www.linkedin.com/in/vigneshvaran-ganesan-b929161a7

Location: Chennai, India **************@*****.***

PROFILE

Data Scientist with 5+ years of proven expertise in unraveling valuable insights from complex datasets to drive business growth. Proficient in Python, machine learning, deep learning, and natural language processing for comprehensive data analysis. Renowned for collaborative prowess, excelling in cross-functional teams to pioneer innovative solutions for complex business challenges.

PROFESSIONAL EXPERIENCE

Junior Data Scientist Apr 2021 - Present

iKomet Technology Solutions Pvt Ltd, Chennai, India Copy Editing Product Development

Numbers Classification:

● Leveraged Spacy library for initial classification of Numbers.

● Employed Grobid to extract units and handle unfound numbers with units, enhancing classification accuracy.

● Integrated data extraction and applied business logic rules in Python, supported by Flask framework for API development.

Frontmatter and Reference Text Classification:

● Utilized LSTM algorithm for text classification and Spacy-based text classifier in Frontmatter and Reference Parastyle and Character style.

● Developed a customized tokenizer for effective parsing of Designators, punctuations, and numbers.

● Integrated and trained models to meet project objectives, implementing Python-based business logic rules.

Abbreviation Identification:

● Used Spacy and Schwartz-Hearst algorithm to identify abbreviation Longform and Short form.

● Implemented business rules for capitalized unfound abbreviated words.

● Integrated solutions to achieve desired output.

Software Engineer Mar 2018 - Mar 2021

Zodiac Services Chennai, India

Loan Approval Prediction Project :

● Conducted comprehensive data preprocessing.

● Built predictive models using PCA and Naïve Bayes. Customer Churn Classification:

● Applied ML techniques to analyze customer data.

● Engineered features for model training.Implemented classification algorithms for churn prediction.

● Provided insights for customer retention strategies. PREVIOUS EXPERIENCE

Quantity Surveyor November 2016 - January 2018

JAGH CONSTRUCTION Chennai, India

Site Engineer August 2014 - October 2016

SAKTHEE CONSTRUCTION Chennai, India

TECHNICAL SKILLS & TOOLS

Programming & Database Languages - Python and MySQL. Machine Learning Algorithms - Linear and logistic Regression, Predictive Modelling, Random forest, Decision trees, KNN, Ensemble techniques, Principal component analysis, XGboost, etc.

Machine Learning Libraries - NumPy, Pandas, scikit-learn, Seaborn, Matplotlib, etc. Deep Learning Algorithms and Libraries - Neural Networks, LSTMs, LLMs, Tensorflow, Keras, PyTorch, etc.

NLP Algorithms and Libraries - Hugging Face Transformers, BERT, Spacy, coreNLP, Grobid, NLTK, TextBlob, etc.

MLOps Libraries and Tools - MLflow, TensorFlow Extended, AutoML, etc. Other Tools -Microsoft 365 & Azure Fundamentals (basics). CERTIFICATIONS

● Python and R for Data Science from IBM

● Machine Learning with Python from IBM

● Deep Learning with TensorFlow from IBM

● Artificial Intelligence Professional from IBM

EDUCATION

AI Engineer Master Course

Intellipaat October 2019 - October 2020

Bachelor of Civil Engineering

Anna University August 2010 - April 2014

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