Ishika Goel

Ishika Goel Email and Phone Number

Data Scientist @ Cequence Security
California, United States
Ishika Goel's Location
San Francisco Bay Area, United States
Ishika Goel's Contact Details

Ishika Goel work email

Ishika Goel personal email

n/a
About Ishika Goel

I’m a Data Scientist with two years of experience in cybersecurity and a degree in Data Science from UC Berkeley. I love using data to solve puzzles and find new ways to tackle tough challenges. Whether it's through machine learning or digging deep into analytics, I’m all about turning complex information into clear, actionable insights. I’m naturally curious and love collaborating with others to come up with creative solutions that make a real difference. I’m always learning, asking questions, and looking for new ways to bring value to the projects I work on.Technical Proficiency:Languages & Tools: Python, Java, Kotlin, SQL, Elasticsearch, Tableau, Apache Superset, DatadogLibraries: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, Keras, NLTK, OpenCV, XGBoost, Matplotlib, Seaborn, SQL (PostgreSQL, MySQL)Machine Learning & Data Analysis: Feature Engineering, A/B Testing, Model Tuning & Optimization, Time Series Forecasting, Supervised/Unsupervised Learning, Clustering (K-means, etc), Ensemble Methods (Random Forest, Gradient Boosting), Dimensionality Reduction (PCA, t-SNE), Deep Learning, NLP, LLM (OpenAI)Development & Deployment: Git (Gitlab), Agile, Kubernetes, DataRobot, AWS

Ishika Goel's Current Company Details
Cequence Security

Cequence Security

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Data Scientist
California, United States
Website:
cequence.ai
Employees:
163
Ishika Goel Work Experience Details
  • Cequence Security
    Data Scientist
    Cequence Security
    California, United States
  • Rat Gorls
    National Community Head, Technology - Data Science
    Rat Gorls Oct 2024 - Present
    San Francisco Bay Area
    Thought leader for Rat Gorls’ global Technology community. Host events, create thought leadership media, and develop pathways to help women navigate being a data scientist, and building a career in cybersecurity and machine learning.
  • Cequence Security
    Data Scientist
    Cequence Security Aug 2022 - Present
    Sunnyvale, California, United States
    Designed and enhanced machine learning algorithms to solve unique cybersecurity challenges, including predicting good user behavior, detecting and mitigating attacks, and monitoring attack patterns internally. Improved predictions of good user behavior, taking accuracy from ~60% to 96%. Created mapping of different types of cyberattacks for clients across various verticals to train attack type model.Deployed predictive models using Python, Apache Airflow, and DataRobot into the overall Security platform. Utilized SQL and Elasticsearch for data analysis and retrieval, analyzing millions of web requests per day. Developed interactive dashboards with Datadog and Apache Superset for client-focused security insights.
  • Cdk Global
    Data Science Intern
    Cdk Global Jun 2021 - Dec 2021
    San Jose, California, United States
    CDK Global provides data and technology to the automotive industry. Developed sales price prediction feature for inventory at dealerships, using AWS Sagemaker Notebook. Cleaned and sorted sales data tables (1M+ rows), performed feature engineering, trained and tested random forest model for predictions, analyzed evaluation metrics, and deployed the model.
  • Amwi.Ai
    Data Science Intern
    Amwi.Ai Dec 2020 - May 2021
    San Jose, California, United States
    AMWI AI is an online recruiting tool for hiring managers. Collected LinkedIn profiles of out-of-work/looking for work users, and pulled data of workers in the Bay Area laid off during the pandemic. Cleaned and prepared data to train AMWI’s machine learning model, which would predict availability scores based on individual user profiles. Performed user experience research and testing on the AMWI AI product, which determines availability scores of potential job candidates. Tested the new chatbot feature from employer and employee use cases and implemented design fixes. Provided write-up of methods to improve the user workflow.
  • Agentz
    Data Science Intern
    Agentz Jun 2019 - Jul 2019
    San Francisco Bay Area
    Agentz developed an AI digital receptionist for small businesses. Analyzed data from the chatbot receptionist deployed on customer websites by compiling tables and generating visualizations. Identified patterns in user interactions and implemented changes for the chatbot to increase usability for customers.
  • College Of Adaptive Arts
    Marketing Intern
    College Of Adaptive Arts Aug 2017 - May 2018
    San Francisco Bay Area
    Analyzed and improved marketing activities for College of Adaptive Arts, non-profit school for adults with special needs. Redesigned school website and helped with social media presence and related activities for community outreach and fundraising.
  • Shopclues
    Product Design Intern
    Shopclues Jul 2017 - Aug 2017
    Gurgaon
    Worked as a Design Intern at the Product Management department for ShopClues, an online marketplace company. Responsible for analyzing specific product webpages for usability and recommending improvements based on specific design techniques to improve overall user/customer experience.
  • Sankara Eye Foundation , India
    Clinical Volunteer
    Sankara Eye Foundation , India Jul 2017 - Aug 2017
    Bengaluru Area, India
    Recorded an audio book for blind children/patients. Participated in hosting free eye camps at nearby villages. Helped the doctors as they screened residents and brought back the ones needing surgeries or further evaluations at the Hospital. Interacted with young patients to help them understand instructions and making them comfortable during the eye tests. Observed a live cataract surgery and performed administrative tasks at the hospital.

Ishika Goel Education Details

Frequently Asked Questions about Ishika Goel

What company does Ishika Goel work for?

Ishika Goel works for Cequence Security

What is Ishika Goel's role at the current company?

Ishika Goel's current role is Data Scientist.

What is Ishika Goel's email address?

Ishika Goel's email address is is****@****ence.ai

What schools did Ishika Goel attend?

Ishika Goel attended University Of California, Berkeley, Basis Independent Silicon Valley.

Who are Ishika Goel's colleagues?

Ishika Goel's colleagues are Sharan K Lakshman, Pranav Mishra, Kartik Nadar, Kartheek Sanka, Shravani Kadam, Dean Lendrum, Sahit Jain.

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