Prateek Kumar

Prateek Kumar Email and Phone Number

Data Scientist @ QBS Learning
Karnataka, India
Prateek Kumar's Location
Bangalore Urban, Karnataka, India, India
About Prateek Kumar

I see myself as a dynamic young professional with a clear mission: I am driven by a mission to harness the transformative potential of data and artificial intelligence to foster enterprise growth and societal welfare. My objective is to leverage advanced analytics, machine learning, and AI technologies to create solutions that not only drive business success but also contribute positively to societal challenges. With a strong academic foundation from Christ University and experience at Ffreedom App, Reloy, MVG Innovations. I excel in solving complex problems and creating impactful solutions.Current Role and Responsibilities:◆ Spearhead AI-driven projects to enhance multilingual transcription and speaker segmentation using LLMs.◆ Transform call analysis with AI and ML to ensure compliance.◆ Develop data retrieval and summarization solutions using Whisper, Gemini, and Nvidia/NeMo.Key Achievements:◆ Automated client loyalty programs, achieving significant cost savings.◆ Enhanced virtual assistants with conversational AI for a better user experience.◆ Developed a job scanner and recommendation system with an 85% success rate.◆ Created a food pairing system using NLP and ML to address dietary restrictions.Publications and Contributions:◆ Authored research on predictive modeling and political analysis published in Springer and IEEE.◆ Core team member of the AI & ML division at GDSC Christ University.Committed to continuous learning and collaboration, I am dedicated to advancing data science and AI for impactful outcomes and look forward to connecting with like-minded professionals in the data science community.

Prateek Kumar's Current Company Details
QBS Learning

Qbs Learning

View
Data Scientist
Karnataka, India
Website:
qbslearning.com
Employees:
431
Prateek Kumar Work Experience Details
  • Qbs Learning
    Data Scientist
    Qbs Learning
    Karnataka, India
  • Ffreedom App
    Data Scientist
    Ffreedom App May 2024 - Sep 2024
    Bengaluru, Karnataka, India
    Working on LLMs & RAG for Ed-Tech Domain.◆ Led the development of AI-driven multilingual transcription using LLMs, ensuring accurate transcription across various languages in audio call recordings.◆ Implemented speaker utterance segmentation with AI, achieving over 90% accuracy in identifying and segmenting multiple speakers within calls.◆ Developed AI and ML-based compliance and quality assurance solutions, reducing manual auditing time while maintaining regulatory standards.◆… Show more Working on LLMs & RAG for Ed-Tech Domain.◆ Led the development of AI-driven multilingual transcription using LLMs, ensuring accurate transcription across various languages in audio call recordings.◆ Implemented speaker utterance segmentation with AI, achieving over 90% accuracy in identifying and segmenting multiple speakers within calls.◆ Developed AI and ML-based compliance and quality assurance solutions, reducing manual auditing time while maintaining regulatory standards.◆ Built a Retrieval-Augmented Generation (RAG) system for efficient data retrieval and summarization.◆ Tech Stacks: Whisper, Gemini, ML, Python, Prompt Engineering, Nvidia/NeMo Show less
  • Ffreedom App
    Data Scientist
    Ffreedom App Jan 2024 - Apr 2024
    Bengaluru, Karnataka, India
    ◆ Enhanced virtual assistant with conversational AI, supporting 6 multilingual languages and dynamic prompts, boosting customer engagement.◆ Created interactive, visually appealing dashboards in Apache Superset for real-time product data analysis and reducing manual analysis time by 40%.◆ Tech Stacks: Click House, Apache Superset, Docker, LLMs, RAG, Vector DB, MySQL and Python
  • Reloy
    Data Analyst
    Reloy Apr 2023 - Oct 2023
    Bengaluru, Karnataka, India
    Reloy, a RERA-compliant service provider is world's largest homeowner loyalty platform. Through its digital amenities, it helps Real Estate companies.◆ Automated Prop-Tech client loyalty program using Beautiful Soup and Selenium, saving 3 lakhs PM in human labeling costs.◆ Streamlined workflows with Zapier, improving operational efficiency and reducing manual labor.◆ Tech Stacks: Python, SQL, AWS, Zapier , Machine Learning, Beautiful Soup, Selenium Web driver
  • Gdsc Cdtu
    Ai/Ml Core Member
    Gdsc Cdtu Oct 2022 - Jun 2023
    Bengaluru, Karnataka, India
    ◆ Actively contribute to the AI/ML community within the organization.◆ Collaborate with a team of enthusiasts to explore and promote advancements in Artificial Intelligence and Machine Learning.
  • Mvg Innovations
    Data Science Intern
    Mvg Innovations Feb 2022 - May 2022
    Hyderabad, Telangana, India
    ◆ Analyzed voter patterns and conducted EDA for regional political parties during election campaigns, uncovering key trends to guide strategy.◆ Developed predictive models using machine learning and deep learning, achieving 92% accuracy in forecasting election outcomes compared to traditional methods.◆ Built dynamic dashboards in Power BI and Tableau, delivering critical insights to facilitate informed decision-making for political campaigns.◆ Tech Stacks: Python, Scikit-learn… Show more ◆ Analyzed voter patterns and conducted EDA for regional political parties during election campaigns, uncovering key trends to guide strategy.◆ Developed predictive models using machine learning and deep learning, achieving 92% accuracy in forecasting election outcomes compared to traditional methods.◆ Built dynamic dashboards in Power BI and Tableau, delivering critical insights to facilitate informed decision-making for political campaigns.◆ Tech Stacks: Python, Scikit-learn, Machine learning, Deep learning, Power BI & Tableau Show less

Prateek Kumar Education Details

Frequently Asked Questions about Prateek Kumar

What company does Prateek Kumar work for?

Prateek Kumar works for Qbs Learning

What is Prateek Kumar's role at the current company?

Prateek Kumar's current role is Data Scientist.

What schools did Prateek Kumar attend?

Prateek Kumar attended Christ University, Bangalore, Christ University Lavasa.

Who are Prateek Kumar's colleagues?

Prateek Kumar's colleagues are Isha R., Shruti Aggarwal, Joy Raj Deori, Freedom Dean-Flowers, Ritik Sharma, Ben Gardiner, Harshita Sharma.

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