Kavya Barnwal

AI Researcher

Uttarakhand, India3 yrs 11 mos experience

Key Highlights

  • Proficient in Data Structures and Algorithms.
  • Experience with Deep Learning and NLP projects.
  • Strong academic background with a GPA of 9.1/10.
Stackforce AI infers this person is a Data Science and Machine Learning specialist with a focus on EdTech and Fintech.

Contact

Skills

Core Skills

Machine LearningDeep LearningData StructuresCloud StorageData AnalysisSentiment Analysis

Other Skills

Natural Language Processing (NLP)OptimizationData ExtractionFinanceCryptographyJavaPublic SpeakingDiscrete MathematicsComputer VisionC++Python (Programming Language)Object-Oriented Programming (OOP)SQLTensorFlowNumPy

About

Computer Science Graduate at IIT Roorkee, with a GPA of 9.1/10. Highly proficient in Data Structures and Algorithms and CS concepts. Exploring different areas of Computer Science.

Experience

Adobe

Member Of Technical Staff

Jun 2022Apr 2024 · 1 yr 10 mos · Noida, Uttar Pradesh, India

Bytelearn

AI Intern

Oct 2021Jan 2022 · 3 mos · Remote

  • As part of the Mathematical Problem Understanding team, our goal was to generate answers for math word problems, with explanations of each solution step.
  • Finetuned facebook bart-base model to derive the equations from the math word problems of grade 7.
  • Worked on extracting the numerical quantities and the value to be found (x), present in the math word problems with their unit, type, and one line descriptions
Deep LearningNatural Language Processing (NLP)Machine Learning

Adobe

Research Intern

May 2021Aug 2021 · 3 mos · Bangalore

  • Designed a framework for reducing the total cost of storing and accessing data from cloud storage while
  • maintaining the performance guarantee.
  • Combine two orthogonal approaches, compression and multi-tiering together, in an optimal manner to reduce costs.
  • Exploit the access patterns to identify the more frequently and recently accessed data and incorporated this information to design an optimal placement schema by choosing a compression scheme and layer for that data.
Data StructuresCloud StorageOptimization

Arzun inc.

Summer Intern

May 2020Jul 2020 · 2 mos · Mumbai, Maharashtra, India

  • Worked in extracting the data from hundreds of webpages, organizing them into a csv file and presented a
  • detailed data analysis for the same.
  • Another problem statement I worked upon is sentiment analysis for stock predictions.
Data ExtractionSentiment AnalysisData Analysis

Indian institute of technology, roorkee

Undergradute TA

Jan 2020Jun 2020 · 5 mos · Roorkee

  • My job was to help students facing problems in the Discrete Structures Course.

Vision and language group

Core Member

Jul 2019Aug 2021 · 2 yrs 1 mo · Roorkee

  • The Vision and Language Group is a student-run campus group at IIT Roorkee. The group meets regularly to discuss recent developments in the field of Deep Learning, including new research papers from top conferences and workshops.

Education

Indian Institute of Technology, Roorkee

Bachelor of Technology - BTech — CSE

Jan 2018Jan 2022

Stackforce found 100+ more professionals with Machine Learning & Deep Learning

Explore similar profiles based on matching skills and experience