Shaheen Perveen

Angestellt, Senior Data Scientist, Bolt

Berlin, Deutschland

Über mich

Data Science professional with 6+ years of experience in solving complex business problems using data driven solutions. I have developed and deployed solutions in several fields like Fraud Detection, Predictive modeling, Sentiment Analysis, Predictive maintenance, Image classification, Computer Vision based item identification, Automation and Speech Emotion Recognition, Natural language processing based classification. I graduated from IIT Kharagpur with Bachelors and Masters degree in 2016. During this time, I undertook a number of courses related to Data science like Machine Learning, Deep Learning in Computer Vision, Data Structure & Algorithms, Probability and Statistics, Econometrics, Data Analytics and Linear Algebra. I am proficient in Python, R, Bash and C and well versed in Linux OS. I am also conversant in using IDE’s like VsCode, Git and jupyter notebook. For deep learning based projects, I have used PyTorch, Tensorflow and Keras.

Fähigkeiten und Kenntnisse

Python
R programming language
Bash (Unix shell)
SQL
Exploratory Data Analysis
Data Cleaning
Data wrangling
Computer Vision
XGBoost
Convolution Neural Networks
Clustering
Regression
Ensemble techniques
Dimensionality Reduction
K-means
Principal Component Analysis
Hypothesis Testing
GAN's
Image Classification
Object Detection
A/B testing
Super Resolution
Deep Neural Networks
Natural Language Processing (NLP)
Jupyter Notebook
Mathematical Modelling
PyTorch
Keras
OpenCV
Scikit-Learn
Numpy
Pandas
Matplotlib
Seaborn
Regular Expressions
Git
VsCode
RNN
Google Cloud Platform
Supervised learning
Classification
Topic Modeling
TensorFlow
Agile Development
MacOS
Linux
SAS
Logistic Regression
E-Commerce
Transport logistics
Supply Chain
Predictive Maintenance
Deep learning
Artificial intelligence
Mathematics
English Language
ML
Statistics
Image Processing
Data visualisation
Data Science
computer vision
Tensorflow
Apache Airflow
Docker
Amazon Web Services (AWS)
Amazon SageMaker
Grafana
Kibana
Confluence
Jira
Scrum
Stakeholder Management
Agile Methods
Project Management
Project Planning

Werdegang

Berufserfahrung von Shaheen Perveen

  • Bis heute 9 Monate, seit Sep. 2023

    Senior Data Scientist

    Bolt
  • Bis heute 4 Jahre und 9 Monate, seit Sep. 2019

    Data Scientist

    Flipkart (Walmart subsidiary)

    X-Ray images based fraud detection · Developed an end-to-end computer vision based pipeline to detect and prevent re-inventorization of fake products into Flipkart Inventory. Identified fraud inventory worth ∼$0.1M over a period of one month Weekend Availability and Serviceability Prediction · Built an end-to-end Machine Learning based solution to predict customer’s availability on a given address. Saved ∼24% on total yearly cost incurred on delivering shipments to customers

Sprachen

  • Urdu

    Gut

  • Hindi

    Gut

  • Englisch

    Muttersprache

Interessen

Cooking
Trekking
Reading
Art
Travel

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