Resume - Zaur

Professional background and technical skills.

Education

Doctor of Philosophy in Information & Communication Studies (PhD)

2024 — 2028 @ University College Dublin

I am currently pursuing a PhD, specializing in disinformation stemming from Foreign Information Manipulation and Interference (FIMI). This naturally involves a multidisciplinary approach, utilizing knowledge, methods, and frameworks from several academic fields.

Master of Science in Human-Centered Artificial Intelligence (M.Sc)

2023 — 2024 @ Technological University Dublin

Achieved a Master of Science in Human-Centered Artificial Intelligence, concentrating on deep learning, advanced machine learning, and the ethics of AI, along with AI laws and regulations. This masters emphasized both technical proficiency and the societal implications of artificial intelligence.

Master of Science in Computer Science (M.Sc Conversion)

2021 — 2023 @ University College Dublin

Earned a Master of Science in Computer Science, with a focus on data science, machine learning, text analytics, and human-computer interaction. Gained in-depth knowledge and practical skills in these advanced areas through specialized modules and hands-on projects.

Bachelor of Science in Economics (B.Sc)

2018 — 2021 @ University College Dublin

Graduated with a Bachelor of Science in Economics, specializing in advanced econometrics, statistical modeling, macroeconomics, and behavioral economics. Developed a strong foundation in economic theories and practical applications through intensive coursework and research.

Experience

Doctoral Researcher at ADAPT Centre

May 2024 — Present

My research focuses on crafting advanced methods to detect and analyze emerging disinformation campaigns, assessing the vulnerability and susceptibility of European countries and Western democracies to such disinformation, and identifying the tactics, techniques, and procedures (TTPs) employed by foreign state and non-state actors. The aim is to develop strategic approaches for state institutions to effectively neutralize FIMI-related disinformation threats.

Crime & Data Analyst at An Garda Síochána

Nov 2023 — July 2024

Served as a Crime & Data Analyst in Ireland's National Police Force. I applied data science to crime data, and used policing tools to investigate and analyse crime. I was involved in the development and implementation of reports and tools that enhance policing investigations and crime analysis. My role entailed the collation and examination of crime data, identifying anomalies, and establishing links vital for supporting criminal investigations. I also contributed to the automation of analytical reports and the refinement of analytical techniques.

Machine Learning Research Engineer (Studentship) at Technological University Dublin

Jan 2023 — Sep 2023

Engaged in several advanced machine learning and deep learning projects during postgraduate education. My contributions involved developing a diverse array of AI systems, including image recognition, language detection, and a novel system for identifying individuals across the dark and clear web. Additionally, I co-authored research papers on XAI (glassbox vs blackbox predictive models) and NLP (language detection in hate speech/radicalisation), which were subsequently published.

OSINT Analyst ~ Freelance

December 2021 — Sep 2022

Conducted over 25+ OSINT investigations for private clients as a freelancer. Specializing in OSINT, GEOINT, CYBINT, and DARKINT, my work involved tradecraft in network analysis, geospatial mapping, communications analysis (SOCMINT), entity identification and dark web analysis. I utilized dossier classification using the standard intelligence model (5x5x5) and adhered to the use of a threat intelligence lifecyle, always ensuring data integrity and security. My proficiency in crafting tailored tools and methods for OSINT has given me a reputation for delivering precise, actionable insights and has been motivation to become an expert in the domain.

Expertise

Python

Proficient in writing clean, efficient, and modular code using Python's robust standard libraries. Skilled in data manipulation and analysis using libraries like Pandas and NumPy.

ML & AI Engineering

Skilled in machine learning and deep learning development, with proficiency in deploying and scaling models using TensorFlow, Keras, OpenCV, PyTorch, and NLTK. Experienced in a range of techniques and tools for advanced data analysis and model optimization.

Crime Analysis & Investigations

Trained in crime analysis and investigations with AGS, Ireland's National Police Force. Proficient in IBM's i2/iBase, Cellebrite UFED, Wireshark, arcGIS, and SQL. Experienced in producing crime analysis reports, assisting in criminal investigations, and compiling national crime statistics with a strong understanding of the national policing operating model. Skilled in building analytical tools using Python and R for diverse tasks in crime analysis.

Disinformation Analysis

Skilled in identifying, analyzing, and countering disinformation related to foreign information manipulation and interference (FIMI) efforts. Proficient in utilizing a blend of cyber intelligence, open-source intelligence (OSINT), social media analysis (SOCMINT), NLP techniques, and digital forensics tools to detect and mitigate efforts aimed at influencing public opinion, manipulating electoral processes, and undermining trust in institutions.

Open-Source Intelligence (OSINT)

Proficient in Open-Source Intelligence (OSINT), with expertise in building and utilizing analysis tools. Skilled in using a variety of OSINT resources including i2 Notebooks, OSINT Framework, and Dorking. Experienced with ExploitDB, Shodan, Maltego, Spiderfoot, Tor, Onion Crawl, and DarkOwl. Adept at leveraging these tools for comprehensive intelligence gathering and analysis.

Ethical Hacking

Skilled in penetration testing and vulnerability assessment using tools like Metasploit, Burp Suite, and Nmap. Proficient in network security analysis with Wireshark and TCPDump. Experienced in conducting security audits, risk assessments, and implementing defensive strategies against cyber threats. Knowledgeable in scripting for automation of security tasks using Python and Bash. Adept at ethical hacking methodologies, including social engineering, system exploitation, and post-exploitation tactics. Familiar with legal and ethical frameworks guiding cybersecurity operations.

Econometrics

Proficient in econometric modeling, adept at panel data analysis, time series analysis, and instrumental variables. Experienced in fixed effects, experimental design, causal inference, linear and multivariate regression, and structural modeling. Strong experience in using R and STATA for econometric analysis and data handling.