About Me

Welcome to my personal page! I’m Yashika, a passionate data scientist with experience in various technologies and a strong interest in machine learning and artificial intelligence.

Professional Experience

I have worked with diverse teams and technologies over the years, focusing on data science, machine learning, and AI research. Below are some highlights of my career:

GRADUATE TEACHING ASSISTANT COLLEGE OF ENGINEERING, UNIVERSITY OF MASSACHUSETTS DARTMOUTH
MACHINE VISION INTERN NEW BEDFORD RESEARCH & ROBOTICS
DATA SCIENTIST YOSHOPS

Skills & Expertise

My technical expertise includes:

Programming Languages

Python, R, JavaScript, C/C++, HTML, CSS

Database Management

SQL (MySQL, MS SQL Server, PostgreSQL), NoSQL (MongoDB, Neo4j, Cassandra, BigQuery)

Machine Learning Frameworks

Scikit-learn, TensorFlow, PyTorch, MXNet, XGBoost, LightGBM

Data Visualization

Tableau, Power BI, Matplotlib, Seaborn, Plotly, D3.js, ggplot2

Data Manipulation and Analysis

Data wrangling, Data cleaning, Data preprocessing, Exploratory Data Analysis, Feature engineering

Cloud Platforms and Tools

AWS (S3, SageMaker, EC2, Lambda), Azure, Google Cloud (BigQuery), Databricks, Snowflake

Big Data Technologies & Data Pipelines

Apache Spark (PySpark), Hadoop, Kafka, Apache Airflow

DevOps and MLOps

Docker, Kubernetes, Jenkins, MLflow

Deep Learning Specialization

Transformers (BERT), GANs, Generative AI, LLMs (Llama2, GPT), VLMs (BLIP2)

Natural Language Processing (NLP)

Tokenization, Named Entity Recognition (NER), Sentiment Analysis

Statistical Methods and Mathematics

Probability, Linear Algebra, Calculus, Statistical Inference, Hypothesis Testing

Version Control and Collaboration

Git, GitHub, GitLab, Bitbucket

Core Competencies

Problem-solving, Communication and storytelling with data, Curiosity, Collaboration, Time Management, Attention to Detail