Gagandeep Singh

Gagandeep Singh Email and Phone Number

Applied AI | Data Science @ Zykrr — The Experience Catalysts
india
Gagandeep Singh's Location
Gurgaon, Haryana, India, India
About Gagandeep Singh

Highly accomplished Data Scientist with 5+ years of experience in developing cutting-edge AI/ML solutions that drive customer experience excellence. Proven track record of creating innovative products leveraging state-of-the-art models like BERT, and optimizing them using ONNX for efficient deployment on Docker and Kubernetes. Skilled in Azure cloud, with expertise in Streamlit, Rasa, Vector Database, and LLM. Passionate open-source contributor, dedicated to advancing the field of AI/ML.Experience Highlights: - Developed and deployed text analytics, predictive analytics, and regression analytics products using BERT and other advanced models - Optimized models using ONNX for efficient inference and deployment on Docker and Kubernetes - Experienced in Azure cloud, with knowledge of Streamlit, Rasa, Vector Database, and LLM - Contributed to open-source projects, advancing the AI/ML community - Proven ability to drive customer experience innovation through data-driven insights and AI/ML solutionsSkills: - AI/ML: Machine Learning, Deep Learning, PyTorch, Transformer Architecture [BERT], Natural Language Processing - MLOps: Docker, Kubernetes, Docker Swarm, MLFlow - Cloud: Azure - Programming: Python, SQL - Database: PostgreSQL, Vector Database [Pinecode, Milvus, ChromaDB], Redis, MongoDB - Tools: Streamlit, Rasa, LangChain

Gagandeep Singh's Current Company Details
Zykrr — The Experience Catalysts

Zykrr — The Experience Catalysts

View
Applied AI | Data Science
india
Website:
zykrr.com
Employees:
11
Gagandeep Singh Work Experience Details
  • Zykrr — The Experience Catalysts
    Avp - Data Science
    Zykrr — The Experience Catalysts Jun 2024 - Present
    Gurugram, Haryana, India
  • Zykrr — The Experience Catalysts
    Senior Manager Data Science
    Zykrr — The Experience Catalysts May 2023 - Jul 2024
    Gurugram, Haryana, India
  • Zykrr- Experience Analytics And Management Platform [Top 20 Cx Solution Providers]
    Data Science Manager
    Zykrr- Experience Analytics And Management Platform [Top 20 Cx Solution Providers] Apr 2022 - Apr 2023
    • Developed and added bullet points summarization feature in Text Analytics using Sentence Transformers.• Developed a Social Media Deck POC for a client using Streamlit and Twitter Webhooks for real-time events.• Worked and guided team members in Cluster Analysis and CES for Text Data.• R&D with Pinecone, Milvus, and ChromaDB for new product features.• Worked on Speech Analytics - Labelled Speech Data - Trained Whisper Model - Added silence detection and speech overlap
  • Zykrr- Experience Analytics And Management Platform [Top 20 Cx Solution Providers]
    Senior Data Scientist
    Zykrr- Experience Analytics And Management Platform [Top 20 Cx Solution Providers] Apr 2020 - Apr 2022
    • Developed and deployed RASA Chatbot for a client.• Added Tone Detection (5 classes) into Text Analytics.• Converted and quantized existing Transformer Architecture Models to ONNX Format.• Moved all DS modules to Kubernetes and managed them.• Lead the development of a module - Regression Analytics which KeyDriver Analysis and KeyDriver Analysis Planner.
  • Zykrr- Experience Analytics And Management Platform
    Data Scientist
    Zykrr- Experience Analytics And Management Platform Apr 2019 - Apr 2020
    Gurgaon, Haryana, India
    • Worked on the Predictive Analytics Module and deployed it using Docker.• Added AWS SNS in Text Analytics and Predictive Analytics.• Developed a custom algorithm to predict the sentiment of a keyword in a text.• Also worked a lot on R&D for various clients.• Migrated to Transformers Architecture Model for sentiment analysis.• Added Entity Recognition Model in Text Analytics and also made a lot of code optimizations.
  • Zykrr- Experience Analytics And Management Platform [Top 20 Cx Solution Providers]
    Software Engineer Intern
    Zykrr- Experience Analytics And Management Platform [Top 20 Cx Solution Providers] Apr 2019 - May 2019
    Gurgaon, Haryana, India
    • Deployed a text analysis module on AWS EC2.• Analyzed large volumes of text data and extracted insights (Topics, Subtopics, and Sentiment)• Also added a Redis blocking queue to process the incoming stream data more efficiently.
  • Nanotrics Innovations Pvt. Ltd.
    Machine Learning Engineer
    Nanotrics Innovations Pvt. Ltd. May 2018 - Jul 2018
    India
    • Preprocessed and visualized data to generate meaningful insights.• Worked on Prediction Model for Diabetes and achieved 89% accuracy on public dataset.• Achieved 2% more accuracy then previous models.

Gagandeep Singh Skills

Machine Learning Natural Language Processing Python Opencv Data Science C C++ Data Analysis Data Structures Programming Keras Git Sqlite Linux Firebase Spacy Gensim Leadership Critical Thinking Nltk Convolutional Neural Networks Deep Learning Neural Networks Android Studio Artificial Neural Networks Redis

Gagandeep Singh Education Details

Frequently Asked Questions about Gagandeep Singh

What company does Gagandeep Singh work for?

Gagandeep Singh works for Zykrr — The Experience Catalysts

What is Gagandeep Singh's role at the current company?

Gagandeep Singh's current role is Applied AI | Data Science.

What schools did Gagandeep Singh attend?

Gagandeep Singh attended Udacity, Udacity, Udacity, Udacity, Gl Bajaj Institute Of Technology And Management, Delhi Public School Aligarh.

What skills is Gagandeep Singh known for?

Gagandeep Singh has skills like Machine Learning, Natural Language Processing, Python, Opencv, Data Science, C, C++, Data Analysis, Data Structures, Programming, Keras, Git.

Who are Gagandeep Singh's colleagues?

Gagandeep Singh's colleagues are Robin Maan, Anubhav Bisht, Alok Jha, Anmol Bhateja, Mallika Sharma, Garima S., Subhanker Sarker.

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