Shashank Agarwal

AI Researcher

Gurugram, Haryana, India5 yrs 5 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Developed a network intrusion detection system using machine learning.
  • Enhanced cybersecurity tools to prevent data leakage.
  • Built classification models impacting $1.1M weekly disputes.
Stackforce AI infers this person is a Cybersecurity and Machine Learning specialist with a strong software development background.

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Skills

Core Skills

Machine LearningData AnalysisSoftware DevelopmentSecurity ManagementCybersecurity

Other Skills

AlgorithmsApplication DevelopmentBack-End Web DevelopmentBig DataBug AnalysisBurp SuiteC (Programming Language)C++Cascading Style Sheets (CSS)Classification ModelsCompilersComputer NetworkingCryptographyData Leakage PreventionData Structures

Experience

5 yrs 5 mos
Total Experience
1 yr 1 mo
Average Tenure
3 yrs 9 mos
Current Experience

Qicap.ai

Quant Researcher

Jul 2022Present · 3 yrs 9 mos · Gurugram, Haryana, India

Amazon

Applied Scientist Intern

Feb 2022Jul 2022 · 5 mos · Bangalore Urban, Karnataka, India

  • Built semi-supervised tree-based classification model using big datasets and utilities like EMR, PySpark to identify the incorrect configurations in the database, thus minimizing the disputes between Amazon and 3P carriers which has a weekly impact of around $1.1M.
  • Performed experiments with GBM classification and regression model and deployed them in series to correctly estimate the off-manifest at day 0, thus helping other teams to take decisions without waiting for the actual invoices.
Big DataPySparkClassification ModelsDatabase ManagementMachine LearningData Analysis

Indian institute of technology, kanpur

Teaching Assistant, Data Structures and Algorithms

Jan 2022May 2022 · 4 mos · Kanpur, Uttar Pradesh, India

  • Assisted the Professor in smooth conduction of the course Data Structures and Algorithms by maintaining high degree of honesty and integrity while preparing and evaluating course assignments, quizzes and exams.

Securonix

Software Engineer Intern

Sep 2021Nov 2021 · 2 mos · Pune, Maharashtra, India

  • Tested the working of SIEM (Security, Information and Event Management) software that collects log data and security alerts from various applications running on top of it and provide the real-time analysis on user interface for security monitoring.

Cisco

Technical Undergraduate Intern

May 2021Jul 2021 · 2 mos · India

  • Done enhancement in the START (Simple Triage and Rapid Treatment) tool, a tool used to find the actual cause and position of bug inside high availability NGFW. The bugs identified were of two types :
  • If some CLI command causes deployment failure of NGFW, then START tool will analyze the log files and return the CLI command and component name with the proper error code to the user interface.
  • If there is a deployment failure due to messaging error between the NGFWs i.e. the message was sent from one firewall but not received on the other firewall, START tool will analyze the log files and return all the messages which are causing the mismatch with the proper error code to the user interface.
Bug AnalysisLog File AnalysisUser Interface DesignSoftware DevelopmentSecurity Management

Entrepreneurship cell, iit kanpur

2 roles

Manager, Startup Internship Program

May 2020Apr 2021 · 11 mos · Kanpur, Uttar Pradesh, India

  • Spearheading a 3-Tier team for inviting startups to provide internship opportunities to students and encourage and foster entrepreneurship in IIT Kanpur
  • Organized Entrepreneurial Extravaganza - India’s first virtual entrepreneurial event with participation of over 150,000
Bug AnalysisLog File AnalysisUser Interface DesignSoftware DevelopmentSecurity Management

Secretary, Startup Internship Program

Jul 2019Apr 2020 · 9 mos · Kanpur, Uttar Pradesh, India

Wijungle

Windows Kernel Programmer

May 2020Jul 2020 · 2 mos · Jaipur, Rajasthan, India

  • Developed various data leakage prevention software applications to ensure end users do not send confidential or sensitive information outside the enterprise network through desktop apps, clipboards, printers and screenshots
  • Designed file system minifilter drivers to make sure that only permitted applications and processes would be allowed to read, write, rename, create and delete a confidential file in Windows Operating System.
  • Made an application that hooks keyboard and mouse to intercept mouse actions and keystrokes for capturing copy, paste and screenshot events. Also assembled code to monitor print queue and clipboard so that it will block confidential data leakage by non-permitted applications and processes through printers and clipboards
  • Created Google Chrome Extensions to block the upload of file to certain URLs

C3i hub

Student Research Associate

Jan 2020Jun 2020 · 5 mos · Kanpur, Uttar Pradesh, India

  • Built a Network Intrusion Detection System with Machine Learning models and Feature Selection Algorithms to block different types of network attacks like DoS, Probe, R2L, U2R with good accuracy rate and deployed it on live network.
Data Leakage PreventionWindows Kernel ProgrammingApplication DevelopmentSoftware DevelopmentCybersecurity

Antaragni, iit kanpur

Secretary, Ritambhara

Apr 2019Mar 2020 · 11 mos · Kanpur, Uttar Pradesh, India

Network Intrusion DetectionMachine LearningFeature Selection AlgorithmsCybersecurity

Education

Indian Institute of Technology, Kanpur

Bachelor of Technology - BTech — Computer Science

Jan 2018Jan 2022

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