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Sayali Balgude

@sayalibalgude

Data Scientist at DeetsDigital

Pune, Maharashtra

https://www.linkedin.com/in/sayali-balgude-a0821b241/

DeetsDigitalSavitribai Phule University

Sayali Balgude is a Data Scientist based in Pune with over four years of experience in machine learning and artificial intelligence. Currently at DeetsDigital, she specializes in computer vision and LLM-based systems. Previously, she spent over three years at Honeywell developing predictive models for healthcare and finance. She holds a BE in Mechanical Engineering and is proficient in Python, deep learning, and generative AI technologies.

Experience

Data Scientist

DeetsDigital

May 2023 - PresentPune

Focusing on Computer Vision and LLM projects. Developed a Crowd Detection system for Urban Traffic Monitoring using YOLOv8 and an Image/PDF Question-Answering system using RAG technologies. Implemented sentiment analysis for restaurant reviews using BERT, achieving a 70% enhancement in client performance.

Data Scientist

Honeywell

Sep 2019 - May 2023Pune

Worked on NLP projects in the Pharmacovigilance sector to predict patient condition seriousness. Developed machine learning models for potential credit card buyer prediction and created a DEF level prediction system for automobiles using sensor data and regression analysis.

Education

Savitribai Phule University

BE

Mechanical

Jan 2016Grade: 65%

Maharashtra State Board

HSC

Jan 2012Grade: 63.5%

Skills

Transformers
LangChain
Elastic Search
TensorFlow
NLTK
Spacy
Keras
Ultralytics
SQL
Pandas
Numpy
Seaborn
Matplotlib
Scikit-learn
Chat GPT
Bard/Gemini
AWS
MYSQL
Jupyter Notebook
VS Code
Google Colab
Git
Github
Python Programming
LLM
GenAI
Computer Vision
Data Visualization
Data Analytics
Statistical and Predictive Modeling
Machine Learning
Algorithms
Deep Learning
Project Management
AWS Deployment
ANN
RNN
BRNN
LSTM
CNN
RCNN
Faster RCNN
YOLOv8
Linear Regression
Logistic Regression
K Nearest Neighbours
Support Vector Machine
Naïve Bayes Classifier
Decision Tree
Random Forest
AdaBoost
PCA
K-Mean Clustering
Tokenization
Word Embeddings
Vectorization
Stemming
Lemmatization
Stop Words Removal