Data Scientist

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Data Scientist

ID : 1402

Education level : Bachelor's degree

Work experience level : Associate- (1-2 year experience)

Work experience in total : Years

Job type : Online

Job time : Maandelijks

Last date of registration :

2022-12-06

Career Objective: Looking to join excel networks as a Data Scientist to provide a variety of software solutions, including data science, machine learning, deep learning and NLP.

Associate Data Scientist - VeracityAI: SAKS Analytics (VeracityAI | Artificial Intelligence Company) - (June 2021 – Present)

Responsible in developing system models, prediction algorithms, solutions to prescriptive analytics problems and data mining techniques.
Communicate the results with operations team for taking best decisions and collect data needs and requirements.
Performed preliminary data analysis using descriptive statistics and handled anomalies such as removing duplicates and imputing missing values.
Application of various machine learning algorithms and statistical Modeling like text analytics, natural language processing (NLP), regression models, neural networks, clustering to identify Volume using Pytorch and TF with Keras.
Developed and performed Transfer Learning techniques for HuggingFace Transformer and Longformer based pre-trained models.
Performed Hyperparameter Tuning and built own model training and optimization pipelines using PyTorch and Weights & Biases platform to retrain and optimize “Text to Text Transfer” Transformers (T5, T5 - v1).
Worked on data cleaning and ensured data quality, consistency, integrity using Pandas, NumPy
Extensively worked with HuggingFace Model Hub and fine - tuned various pre - trained models for Text Generation, Text Augmentation and Question Answering downstream tasks.

Trainee Data Scientist - VeracityAI: SAKS Analytics (VeracityAI | Artificial Intelligence Company) - (March 2021 – June 2021)

Perform Data Cleaning, features scaling and feature engineering using Pandas and NumPy in Python.
Create and design reports that will use gathered metrics to infer and draw logical conclusions from past and future behavior.
Work with NLTK library to NLP data processing and finding the patterns.
Implemented AllenNLP for a downstream question answering task with BIDAF and ELMO Word Embeddings separately.
Evaluate other BERT and BART based pre-trained models and report the results by using Cosine Similarity, ROC, AUROC and Precision Recall matrices.

Programming Languages:
- Python
- Java
- PHP
- SQL
Web Development:
- HTML
- JS
- CSS
- related libraries such as Bootstrap and jQuery
Frameworks:
- Flask
- Django
- Spring
- SpringBoot
- Laravel
Libraries/ Packages:
- Numpy
- Pandas
- scikit-learn
- statsmodels
- OpenCV
- Tkinter
- SciPy
- SeaBorn
- Matplotlib
Deep Learning Libraries:
- TensorFlow
- Keras / PyTorch
Container Systems:
- Docker
Scripting Languages:
- R (Intermediate)
Big Data Frameworks:
- Hadoop’s MapReduce
- Apache Spark (beginner)
BI Tools:
- Tableau
Version Control System:
- Git/ Github
Miscellaneous:
- Very much comfortable with various Linux distributions such as Manjaro and Perrot OS.

Online Certifications:

Natural Language Processing Specialization
Cloud Native Infrastructure with Kubernetes
Quantum Computing (IBM Quantum certification)
IBM Certified AI Engineer Professional (Following)
Data Science Professional Certification (Following)
Databricks Certified SQL Analyst (Following)
ICSI Certified Network Security Specialist (Pending Exam)
DevOps Foundations: Going Cloud - Native (2019)
Cyber Threat Intelligence (2019)
Malware Analysis & Reverse Engineering (2018)
Data Mining with Python

Looking to join excel networks as a Data Scientist to provide a variety of software solutions including data science, machine learning, deep learning and NLP.

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