SHIVAM KUMAR 23572011
@shivamkumar23572011
Aspiring data scientist with expertise in machine learning and analytics.
What I'm looking for
I am currently pursuing my M.Tech. in Applied Mathematics and Scientific Computing at the Indian Institute of Technology, Roorkee, where I have developed a strong foundation in data science, machine learning, and statistical analysis. My academic journey has been marked by a CGPA of 8.500, and I have consistently sought to apply theoretical knowledge to practical challenges through various internships and projects.
During my recent internship at Stormlight Synergies Pvt. Ltd., I significantly enhanced Hindi speech recognition performance by reducing the Word Error Rate by 10%. I utilized advanced techniques such as LoRA and PEFT to optimize model performance, showcasing my ability to leverage cutting-edge technologies for real-world applications. My projects, including diabetes disease prediction and speech emotion recognition, reflect my commitment to using data-driven approaches to solve complex problems.
With a strong technical skill set in Python, SQL, and various machine learning frameworks, I am eager to contribute to innovative projects in data science and analytics. I am passionate about continuous learning and am excited about opportunities that allow me to grow and make a meaningful impact in the field.
Experience
Work history, roles, and key accomplishments
Department Placement Representative
IIT Roorkee
Sep 2023 - Present (1 year 8 months)
Acted as a liaison between the Applied Mathematics and Scientific Computing Department and the Institute's Placements and Internships Cell, facilitating effective communication and collaboration for student placements.
Subject Matter Expert
Chegg India Private Limited
Mar 2022 - Present (3 years 2 months)
As a Subject Matter Expert, I provided academic assistance by answering student queries on the Q&A board, ensuring a high level of academic integrity and support for learners.
AI/ML Intern
Stormlight Synergies Pvt. Ltd.
May 2024 - Jul 2024 (2 months)
As an AI/ML Intern, I enhanced Hindi speech recognition performance by reducing Word Error Rate (WER) by 10% through fine-tuning techniques and custom datasets. I created a Hindi audio dataset for training the OpenAI Whisper model and optimized model performance using advanced techniques like LoRA and PEFT.
Project Contributor
IIT Roorkee
Aug 2023 - Sep 2023 (1 month)
Contributed to various projects including a diabetes classification model using machine learning, a Speech Emotion Recognition system utilizing CNN, and a YouTube Spam Comment Detection framework combining multiple ML and DL techniques, achieving high performance metrics.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology, Roorkee
Master of Technology, Applied Mathematics and Scientific Computing
2022 - 2024
Grade: 8.500
Activities and societies: Department Placement Representative, Volunteer for international conferences, Subject Matter Expert at Chegg India.
Currently pursuing M.Tech. in Applied Mathematics and Scientific Computing, focusing on advanced topics in data science, machine learning, and statistical analysis.
Indian Institute of Technology, Madras
Postgraduate, Applied Mathematics
2021 - 2023
Grade: 7.060
Completed postgraduate studies with a focus on applied mathematics, enhancing skills in data analysis and machine learning.
Banaras Hindu University
Bachelor of Science, Mathematics
2017 - 2021
Grade: 7.820
Graduated with a Bachelor's degree, gaining foundational knowledge in mathematics and its applications.
Jawahar Navodaya Vidyalaya
Intermediate, Science
2015 - 2017
Grade: 88.40%
Completed Intermediate education with a strong emphasis on science and mathematics, achieving high academic performance.
Jawahar Navodaya Vidyalaya
Matriculate, General Education
2013 - 2015
Grade: 9.400
Completed Matriculation with a focus on core subjects, achieving excellent academic results.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Interested in hiring SHIVAM KUMAR?
You can contact SHIVAM KUMAR and 50k+ other talented remote workers on Himalayas.
Message SHIVAM KUMARFind your dream job
Sign up now and join over 85,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
