Akash Kumar

Akash Kumar

Greater Seattle Area
10K followers 500+ connections

About

+ SDE2 @Servicenow
+ 3x SWE Intern
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Activity

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Experience

  • ServiceNow Graphic

    ServiceNow

    Washington, United States

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    Austin, Texas, United States

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    Sunnyvale, California, United States

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    Florida, United States

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    Bangalore Urban, Karnataka, India

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    Bengaluru, Karnataka, India

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    Bengaluru, Karnataka, India

Education

  • University of Florida Graphic

    University of Florida

    - Present

    Fall 2022 Courses-
    1. Analysis of Algorithm
    2. Distributed operating system
    3.. Database Management system

    Spring 2023: Courses -
    1. Advanced Data structure and Algorithm
    2. Math Intelligent system
    3. Natural Language Processing

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    Course Taken - Data Structures, Computer network, Operating system, DBMS

Licenses & Certifications

Volunteer Experience

  • CodeChef Graphic

    CodeChef Certification Representative

    CodeChef

    - 6 months

    Education

Publications

  • Preference for debugging strategies and debugging tools and their relationship with course achievement: Preliminary results of a study involving novice programmers

    American Society for Engineering Education

    This ongoing study examines the debugging strategies used by students during a 16-week Programming Fundamentals II course at a large southwestern university in Fall 2022. Out of 328 enrolled students, data was collected via an open-ended questionnaire focused on students' debugging methods and their approach to helping peers debug. Using Metzger’s debugging strategies as a framework, students' responses were coded to classify their strategies, such as incremental development, program slicing…

    This ongoing study examines the debugging strategies used by students during a 16-week Programming Fundamentals II course at a large southwestern university in Fall 2022. Out of 328 enrolled students, data was collected via an open-ended questionnaire focused on students' debugging methods and their approach to helping peers debug. Using Metzger’s debugging strategies as a framework, students' responses were coded to classify their strategies, such as incremental development, program slicing, and sanity checks, among others. Preliminary findings from ten student responses revealed that most students predominantly use two strategies: Sanity Checks Low Level (SCL) and Sanity Checks High Level (SCH). Interestingly, students who preferred SCH demonstrated better academic performance than their SCL counterparts. Moreover, students utilizing debugging tools not only showed a broader range of debugging strategies but were also more articulate in describing their methods, which were enhanced by these tools.

    Other authors
    See publication
  • 📜 Performance issues with Cloud computing

    IJEAST

    Cloud computing is key for today's fast world. It serves across all the domains. Be it business, educational, public, or private sector, etc. Its application can be observed anywhere. Its overall concept and its analysis of services and model are presented here. Mainly cloud has 3 delivery models. Saas (Software as a service), Paas(Platform as a service), and Iaas (Infrastructure as a service). We explored these with their performances and interdependencies. Cloud adoption has its performance…

    Cloud computing is key for today's fast world. It serves across all the domains. Be it business, educational, public, or private sector, etc. Its application can be observed anywhere. Its overall concept and its analysis of services and model are presented here. Mainly cloud has 3 delivery models. Saas (Software as a service), Paas(Platform as a service), and Iaas (Infrastructure as a service). We explored these with their performances and interdependencies. Cloud adoption has its performance limitation and solutions to overcome these challenges are provided here. Also, cloud delivery models are discussed. Performance factors are very important for as a whole cloud computing success, where it adds its ideal cost of services, its reliability, and its scalability constitutes as its pillar factors. They require a lot of attentiveness and effort by the cloud computing providers and contributors, integrators, and service consumers

    See publication
  • 📜 Research Paper - "Personalized Cancer Diagnosis Prediction using ML"

    IJEAST Journal

    We are proposing a novel model for Classify the given genetic variations/mutations based on evidence from text-based clinical literature. Our model helps Molecular pathologists to classify the cancer tumor variations into 9 classes. As before molecular pathologists have to manually study all the variations which took a lot of time and effort. To solve this problem we are making a machine learning model and training it on more than 4k data points which is provided by the cancer organization of…

    We are proposing a novel model for Classify the given genetic variations/mutations based on evidence from text-based clinical literature. Our model helps Molecular pathologists to classify the cancer tumor variations into 9 classes. As before molecular pathologists have to manually study all the variations which took a lot of time and effort. To solve this problem we are making a machine learning model and training it on more than 4k data points which is provided by the cancer organization of America for research and development purposes and achieve 97% accuracy by applying the optimal machine learning algorithm.

    See publication

Projects

  • NL2CMD

    .Custom transformer to generate Bash commands from natural language input ( English ).
    Orchestrated the implementation of a state-of-the-art Seq2Seq model with a Transformer-based Encoder-Decoder architecture, fine-tuning hyper parameters to achieve a 25% reduction in language translation errors.

  • 💬 Twitter Clone Simulator

    - Present

    Created a highly efficient Twitter clone in Erlang using an Actor model and WebSocket interface. Developed a multiple JSON-based API to retrieve the Tweets, Subscribers, queries, and replies from the ETS table in accordance with Zipf distribution. Tested the simulator for 90k users.

    Other creators
  • 💰 Fault-Tolerant Distributed Bitcoin Miner

    Created a fault-tolerant distributed bitcoin mining system based on the Erlang actor model, where 1000s actors were distributed over three client nodes employed on the Master/Slave model and hashed millions of bitcoin strings using SHA256 cryptographic hash function.

    Other creators
    See project
  • 🐙 Interactive Resume - Portfolio

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    Coded my own resume in the form of a game by putting over 200 hours and using different moving props and levels.

    See project
  • ♋ Personalized Cancer Diagnosis Prediction

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    Model Classify the given genetic variations/mutations based on evidence from text-
    based clinical literature. This model helps Molecular pathologists to classify the
    cancer variations into 9 classes. Trained the model on more than 4k data points and
    achieve 97% accuracy.

    See project
  • 👨‍💻 Geekfiesta Hackathon website

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    Student Organisations Heartfulness and Sankalp in association with GeeksforGeeks organized a 24-hour long hackathon 'Geek Fiesta' in Lovely Professional University, Punjab.

    I made www.geekfiesta.ml website for providing all relevant information about the event such as judges, participation rules, benefits, speaker and participants can also register for this event from this website.

    Technology stacks: HTML5,CSS3,Boostrap ,PHP, mysql,firebase etc.

  • 🔎 Object Detection classifier using Image_ai

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    Object Detection classifier using retina Net and coco dataset.

    See project

Honors & Awards

  • 👒 Glenn and Deborah Engineering Scholarship

    University of Florida

    Awarded this scholarship worth $20k under Professor @Laura Cruz Castro, for outstanding performance in academics and research.
    Bios published at the official UF website: https://www.eng.ufl.edu/graduate/prospects/funding/renwick/2022-renwick-scholarship-bios/

  • 🎖 Start up India - Finalist for " Quick Quiz " Idea

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  • 🏆 Awarded 1 st prize in Tech Innovation, Reva University.

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  • 🥇 CodeNcounter 4.0 Competition – Finalist.

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  • 🥇 Winner of Code Alchemist Competition

    Lovely Professional University

  • 🥈Smart India Hackathon -Grand finale

    Indian Government

  • 🏆 Won Incubation Support for CIS online PVT LTD from IIM Udaipur.

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  • 🏆 Top Week Leader at Hacker Earth

    HackerEarth

    Top Week Leader for the first time at Hacker Earth
    Points- 1788.2
    World rank - 172
    compete with more than 80K+ students and become first time Weak Leader at Hacker Earth .

Languages

  • English

    Full professional proficiency

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