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Agniswar Mukherjee

Agniswar Mukherjee

Cyber Security Researcher

Kolkata, India 0+ yrs exp 87 · Excellent

About

A Cyber Security Researcher with over a year of experience in developing and implementing cutting-edge security solutions. Specializing in AI-driven intrusion prevention systems, threat detection, and automation of incident response processes. Proven track record in conducting penetration testing, vulnerability assessments, and ethical hacking to enhance web application and network security. Expertise in machine learning models for fraud detection and applying advanced encryption techniques to safeguard communications. Adept at designing and integrating adaptive security defenses with a strong focus on risk reduction.

Skills & Expertise (29)

Network Security Intermediate
6.7/10
1
Years Exp
Web Application Security Intermediate
6.5/10
1
Years Exp
Linux Security Intermediate
6.3/10
1
Years Exp
Penetration Testing Intermediate
6.2/10
1
Years Exp
Cryptography Intermediate
6.0/10
1
Years Exp
Bash Seaborn SQL JavaScript FastAPI JWT RBAC VLAN Segmentation Nikto Logistic Regression scikit-learn Matplotlib Python Compliance Security Audits Encryption Exploit Development Ethical Hacking Mitigation Vulnerability Assessment Machine Learning for Security Threat Detection Risk Analysis OSINT

Work Experience

Cyber Security Researcher

Daifend AI

Jul 2025 - Present

Developed an AI-driven Intrusion Prevention System (AI-IPS), utilizing FastAPI microservices, SQLModel, and JWT-based authentication, significantly improving threat mitigation efficiency. Automated threat detection, scoring, and response workflows, reducing incident response times by 40%. Designed proof-of-concept pipelines leveraging LLM-based threat scoring and anomaly detection techniques, advancing the automation of adaptive security defenses. Implemented ROS2 DDS-Security encryption, Role-Based Access Control (RBAC), and VLAN segmentation to safeguard bot communications. Supported access control audits, credential hardening, and IDS-verified network isolation.

Education

Bachelor of Technology in Information Technology - Netaji Subhash Engineering College

2021 - 2024 · Afghanistan

Certifications

Executive Post Graduate Certification in Cyber Security and Ethical Hacking

Indian Institute of Technology · 2025

Certified Ethical Hacker (CEH V-13)

Ec-Council · 2025

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Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 20/20
🎓 Education 10/10
⏱️ Experience 7/15
💰 Rate 0/5
🏆 Certs 5/5
Verified 5/5
Total Score 87/100

Profile Overview

Member sinceMay 2026

Availability Details

Visa Status

Citizen

Relocation

Open to Relocation