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NCI
Data Scientist
June 27, 2026 – Present
ai-broker
May 3, 2026 – Present
Personal AI trading advisor (FastAPI, Groq, Supabase, T212)
View Projectyt-ai-summarizer
February 15, 2026 – Present
AI summaries, key points, detailed analysis, NotebookLM-style podcast & transcript-grounded chat for any YouTube video. Free managed credits with Google sign-in, or BYOK (Groq / Ollama Cloud / Gemini). 20+ languages. No ads, no trackers. Chrome Manifest V3.
View Projectdeepfake-detection-streamlit
November 16, 2025 – November 16, 2025
About Advanced AI-Generated Image Detection System using EfficientNetB7 with Custom Attention Mechanism. Developed for AICS 2025 (33rd Irish Conference on Artificial Intelligence and Cognitive Science). Detects deepfakes from GANs, Diffusion Models, and other generative AI.
View Projectcv-genius-project
June 9, 2025 – June 14, 2025
🎯 CVGenius - AI-Powered CV Generator for Dublin Job Market. Professional CV and Cover Letter Generator optimized for Irish employment standards using Google Gemini AI.
View ProjectNasa_Apod_Project
November 7, 2024 – January 16, 2025
This project retrieves data from NASA's Astronomy Picture of the Day (APOD) API, stores the data in JSON format, and performs data processing and analysis on the Iris dataset. It combines API integration and fundamental data analysis with Python, including visualization and regression modeling.
View ProjectFull-Stack-Data-Science-Application-using-Global-Weather-Dataset
November 3, 2024 – November 6, 2024
This project is an end-to-end data science application developed using Global Weather Dataset. It uses Apache Kafka for real-time data streaming and Flask for RESTful APIs. Weather data is streamed from CSV to Kafka and served via a producer-consumer architecture on the DigitalOcean server.”
View ProjectWhatsappBot
September 6, 2024 – January 27, 2025
This project is a Python script designed to automate sending messages to multiple WhatsApp groups
View ProjectCloudComputingSecurityLabs
March 29, 2023 – April 8, 2023
CloudComputingSecurityLabs — GitHub repository
View ProjectCultural Fit Analysis
The candidate's portfolio showcases a strong inclination towards innovative AI/ML projects, aligning well with a culture that values research, development, and practical application of cutting-edge technologies. The focus on personal projects, including those for conferences (AICS 2025) and specific markets (Dublin Job Market), indicates initiative and a goal-oriented mindset. However, the lack of team-based projects or explicit collaboration experience makes it difficult to fully assess cultural fit in a collaborative team environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven individual with a strong interest in applying AI/ML to solve real-world problems. The diversity of personal projects suggests an ability to learn and adapt to new technologies. However, without completed psychometric or English tests, it is difficult to assess communication clarity, logical reasoning, work attitude, stress handling, or team collaboration skills.