Rahul Kumar

Rahul Kumar Email and Phone Number

Data Scientist @ Demandbase | IIT Kanpur @ Demandbase
san francisco, california, united states
Rahul Kumar's Location
Hyderabad, Telangana, India, India
About Rahul Kumar

Interested in Healthcare/HealthTech space. I’m Rahul Kumar, an AI/ML Engineer with an M.Tech in Computer Science from IIT Kanpur and experience in building innovative AI solutions. Currently, I'm working at Demandbase as Data Scientist, where I develop scalable applications. My key projects include neural response generation using transformers (IBM Research), text-to-SQL translation (NAACL'24), and malware classification using deep learning.With proficiency in Python, TensorFlow, PyTorch, LangChain and experience in NLP, transformers, generative AI and RAG. I’m passionate about solving complex problems through cutting-edge technology. Let’s connect if you’re looking to explore AI-driven solutions!

Rahul Kumar's Current Company Details
Demandbase

Demandbase

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Data Scientist @ Demandbase | IIT Kanpur
san francisco, california, united states
Website:
demandbase.com
Employees:
345
Rahul Kumar Work Experience Details
  • Demandbase
    Data Scientist
    Demandbase Dec 2024 - Present
    Hyderabad, Telangana, India
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  • Quadrant Technologies
    Ai/Ml Engineer
    Quadrant Technologies Nov 2024 - Dec 2024
    Hyderabad, Telangana, India
    1. Onboard to enhance Enplify.ai, a cutting-edge platform for centralized organizational information access through an intuitive chat interface.2. Studying and analyzing the architecture of platform modules to identify areas for innovation and improvement.3. Developing expertise in Docker and Milvus to support scalable deployment of ML models and vector-based data retrieval.
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  • Brane Group
    Solution Developer (Sde - 1)
    Brane Group Jun 2023 - Nov 2024
    Hyderabad, Telangana, India
    1. Develop interactive and responsive user interfaces using modern front-end frameworks and libraries (AngularJS).2. Optimize applications for maximum speed and scalability.3. Identify and fix bottlenecks and bugs, ensuring the stability and reliability of the applications.4. Developed a speech-to-text system that allowed users to control websites with voice commands, converting spoken instructions into actionable text and enhancing user interaction with web applications.
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  • Indian Institute Of Technology, Kanpur
    Teaching Assistant
    Indian Institute Of Technology, Kanpur Aug 2021 - Apr 2023
    Kanpur, Uttar Pradesh, India
    TA/Tutor for course ESC101 - Fundamentals of ComputingTA/Tutor for course CS 667A: Introduction To Internet Of Things And Its Industrial ApplicationsTA/Tutor for course CS779: Statistical Natural Language Processing
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  • Ibm
    Research Intern, Ibm Research
    Ibm May 2022 - Aug 2022
    Gurugram, Haryana, India
    Topic - Explaining Neural Response Generation using Summarization1. Analyzed how transformer-based models use dialogue summaries to generate responses,highlighting the benefits of summarization.2. Applied summarization methods to improve the relevance and coherence of neural responses.3. Investigated the impact of dialogue summaries on transformer models, illustrating how theycontribute to more coherent and contextually appropriate responses.
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  • Cognam Technologies Pvt. Ltd.
    Software Engineer
    Cognam Technologies Pvt. Ltd. Aug 2020 - Jul 2021
    Dwarka, Delhi, India
    1. Collaborated with the ML team on various financial application projects, including Face Recognition,Fraud Detection, and Forecasting.2. Enhanced existing model performance to achieve higher accuracy and reliability.3. Developed and implemented robust systems to improve overall project outcomes.
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  • Tata Consultancy Services
    Research Intern, Tcs Research & Innovation
    Tata Consultancy Services Dec 2019 - Jan 2020
    Kolkata, West Bengal, India
    Topic - Integrating light-weight models for gesture recognition for natural human-robot interaction 1. Developed a monocular vision-based gesture identification network for natural human-robot interaction.2. Designed a system that recognizes gestures as input.3. Implemented a command-based system that directs robot movement according to identified gestures.
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  • Indian Institute Of Technology, Bombay
    Summer Research Intern
    Indian Institute Of Technology, Bombay May 2019 - Jul 2019
    Powai, Mumbai
    Topic - Multi-Task Learning For Automated Essay Scoring1. Designed a deep multi-task learning model for Automated Essay Scoring.2. Integrated auxiliary tasks to enhance the performance of the primary task in the system
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  • Indian Institute Of Technology, Patna
    Student Mentor, Gymkhana
    Indian Institute Of Technology, Patna Jul 2018 - Jul 2019
    Patna, Bihar, India
    Student Mentorship Program (SMP) - A 1-year program which has been launched with the aim of :1. Providing a platform for 1st-year students to interact with seniors from the same department.2. To motivate students to excel in both academic and non-academic fields and to make the most of their life at IIT Patna and beyond.
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  • Sparkonics
    Sub Co-Ordinator
    Sparkonics Apr 2017 - Apr 2018
    I was in Learning division under Sparkonics. At its core, I personally believe on being a mentor is being a trusted advisor. I involved myself available to support and advise my juniors when they need it , and always keeping their best interests in mind.
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Rahul Kumar Skills

Proteus Amazon Web Services Algorithms C Node.js Object Oriented Programming Matlab English Image Processing Gnu Octave Deep Learning Cascading Style Sheets Natural Language Processing React.js Data Structures Java Postgresql Opencv Javascript C++ Computer Vision Python Teamwork Machine Learning Html5 Pattern Recognition

Rahul Kumar Education Details

Frequently Asked Questions about Rahul Kumar

What company does Rahul Kumar work for?

Rahul Kumar works for Demandbase

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

Rahul Kumar's current role is Data Scientist @ Demandbase | IIT Kanpur.

What schools did Rahul Kumar attend?

Rahul Kumar attended Indian Institute Of Technology, Kanpur, Indian Institute Of Technology, Patna, Adarsh Vikas Vidyalaya.

What skills is Rahul Kumar known for?

Rahul Kumar has skills like Proteus, Amazon Web Services, Algorithms, C, Node.js, Object Oriented Programming, Matlab, English, Image Processing, Gnu Octave, Deep Learning, Cascading Style Sheets.

Who are Rahul Kumar's colleagues?

Rahul Kumar's colleagues are Larry Bills, Cleophus Joyner, Reilly Barry, Richa Kumari, Gaurav Nagpal, Ashutosh Shaw, Rama Chandra Prabhu T.

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