Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I'm Sourov Jajodia, a cybersecurity graduate passionate about incident response and AI/LLM-driven security automation. I enjoy turning complex alerts into actionable insights and building SOC-ready tooling that accelerates analysts. In my studies and work, I collaborated with DRDC and Concordia teams to design LLM-driven workflows, curate incident datasets, and publish research. I'm seeking a Security Analyst or SOC Analyst role to apply my hands-on skills and continue learning.…I'm Sourov Jajodia, a cybersecurity graduate passionate about incident response and AI/LLM-driven security automation. I enjoy turning complex alerts into actionable insights and building SOC-ready tooling that accelerates analysts. In my studies and work, I collaborated with DRDC and Concordia teams to design LLM-driven workflows, curate incident datasets, and publish research. I'm seeking a Security Analyst or SOC Analyst role to apply my hands-on skills and continue learning.

Sourov Jajodia

Data Scientist, AI Engineer, Full Stack Developer, +5





I'm Sourov Jajodia, a cybersecurity graduate passionate about incident response and AI/LLM-driven security automation. I enjoy turning complex alerts into actionable insights and building SOC-ready tooling that accelerates analysts. In my studies and work, I collaborated with DRDC and Concordia teams to design LLM-driven workflows, curate incident datasets, and publish research. I'm seeking a Security Analyst or SOC Analyst role to apply my hands-on skills and continue learning.…I'm Sourov Jajodia, a cybersecurity graduate passionate about incident response and AI/LLM-driven security automation. I enjoy turning complex alerts into actionable insights and building SOC-ready tooling that accelerates analysts. In my studies and work, I collaborated with DRDC and Concordia teams to design LLM-driven workflows, curate incident datasets, and publish research. I'm seeking a Security Analyst or SOC Analyst role to apply my hands-on skills and continue learning.

Available to hire

I’m Sourov Jajodia, a cybersecurity graduate passionate about incident response and AI/LLM-driven security automation. I enjoy turning complex alerts into actionable insights and building SOC-ready tooling that accelerates analysts.

In my studies and work, I collaborated with DRDC and Concordia teams to design LLM-driven workflows, curate incident datasets, and publish research. I’m seeking a Security Analyst or SOC Analyst role to apply my hands-on skills and continue learning.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

French

Beginner

Work Experience

AI and Cybersecurity Research Assistant at Concordia Information Security Research Lab (Joint Collaboration with Defence Research and Development Canada)

September 1, 2023 - November 26, 2025

Developed benchmarking framework to evaluate AI models for security incident analysis tasks in SOC workflows; created a dataset of alert triage and deep-dive investigations across network/memory forensics and malware analysis, aligning with NIST, SANS and CISA playbooks; built an automated agent integrating LLMs into a Kali VM with security tools (Volatility, Tshark, and more), benchmarking 9 LLMs to deliver insights for enterprise SOCs; led a team of 2 students on smart home IoT security research and contributed to peer-reviewed publications, including presenting at PST2025 where smaller LLMs (T5, Flan-T5) were fine-tuned for better performance in a smart home Q&A system.

Teaching Assistant at Concordia University

December 1, 2024 - December 1, 2024

Led lab sessions on Linux security (system administration, command-line tools, and shell scripting) and taught container security fundamentals using Docker, focusing on secure containerization practices.

Cloud Security Research Assistant at Concordia University

May 1, 2023 - May 1, 2023

Identified vulnerabilities (CVEs) in Docker images through in-depth image dissection and analysis; evaluated SAST tools (Snyk, Grype, Trivy) and performed in-depth CVE-Bin-Tool analyses.

Cybersecurity Research Assistant | SOC & Incident Response Focus at Concordia Information Security Research Lab

September 1, 2023 - December 1, 2025

Designed a SOC-aligned LLM evaluation framework using NIST, CISA, and MITRE ATT&CK to assess reliability of LLMs in SOC workflows. Curated a dataset of 100+ alerts and 30+ incident investigation scenarios across network, memory, malware, phishing, and log forensics. Built an LLM-based incident analysis agent in Kali Linux integrating DFIR tools (e.g., tshark, Volatility) for multi-step investigations. Benchmarked 11 LLMs on SOC analyst tasks and built a full-stack evaluation dashboard using FastAPI, React, and Supabase. Optimized the agent to follow SOC workflows sequentially, extracting critical IOCs and boosting accuracy by 12-32%. Mentored undergraduate researchers and contributed to a peer-reviewed paper and conference.

Cloud Security Research Assistant at Concordia University

May 1, 2022 - May 1, 2023

Analyzed 100+ Docker images to identify container vulnerabilities, CVEs, and misconfigurations. Developed a layered scanning framework combining OS and application package analysis, achieving CVE detection improvements. Benchmarked SAST tools (Snyk, Grype, Trivy, CVE-Bin-Tool) and integrated them into customizable scan profiles. Published a research paper on container vulnerability detection at an international security conference.