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Srishti Srivastava

@srishti.srivastava

Data Scientist at Amdocs

Pune, India

https://linkedin.com/in/srishti-srivastava-1b8353154

AmdocsBharati Vidyapeeth, College of Engineering, Pune

Srishti Srivastava is a Data Scientist with a strong background in NLP and machine learning. She has extensive experience building and deploying models for text classification, sentiment analysis, and topic modeling. Skilled in Python and SQL, she has a proven track record of delivering automated AI solutions and metadata modeling for large-scale datasets. Srishti is passionate about leveraging cutting-edge technologies to unlock insights from unstructured data.

Experience

Data Scientist

Amdocs

•Dec 2020 - Present•Pune, India

Developed and deployed NLP models for text classification and topic modeling on large datasets of customer feedback. Built a model to help the Discovery and evolution of all key assets in scope relevant to exploration of data and insights from AI. Designed and implemented an automated text classification system to streamline document processing and identify private or sensitive data. Collaborated with cross-functional teams to identify opportunities for leveraging NLP to improve business outcomes. Optimized machine learning models to improve accuracy and performance on large datasets. Worked under Agile methodologies.

DWH/BI Developer

Amdocs

•Nov 2020 - Dec 2020•Pune, India

Data Modeling for AT&T AMP: Built Data models per an executive AT&T initiative by working on prioritized application databases. Erwin (a data modeling tool) was used to build the model and to publish into a consolidated metadata repository. Collected as much metadata as possible that relates to persistence and movement. Ability to have all applications use the metadata repository for architecture, development, and defect management. Published approx. 60 schemas.

Education

Bharati Vidyapeeth, College of Engineering, Pune

Bachelor of Technology

Electronics and telecommunications

Jan 2016 - Jan 2020

St. Mary's Convent Inter College, Lucknow, UP

12th

ISC board

Jan 2014 - Jan 2015

St. Mary's Convent Inter College, Lucknow, UP

10th

ICSE board

Jan 2012 - Jan 2013

Licenses & Certifications

Azure Fundamentals (AZ-900)

Microsoft

• No expiration

Azure Data Scientist Associate (DP-100)

Microsoft

• No expiration

Databricks Lakehouse Fundamentals

Databricks

• No expiration

Skills

Python
SQL
Sentiment analysis
Topic modeling
Text Classification
Supervised learning
Unsupervised learning
Semi-supervised learning
Deep learning
LangChain
Scikit-learn
NLTK
FastText
Word2Vec
SpaCy
Gensim
TensorFlow
Knime
Flask-RESTful
LSTM
FBProphet
Matplotlib
Seaborn
Azure