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Assessing your cultural and operational fit
SAROpticalNet
May 17, 2025 – July 4, 2025
End-to-end MLOps pipeline for Sentinel-1 (SAR) to pseudo Sentinel-2 (RGB) image colorization using CycleGAN. Features a GCP-based workflow with MLflow, Docker, GitHub Actions (CI/CD), and a Streamlit app deployed to Cloud Run. 🚀
View ProjectInference-Using-LLaVA-and-SteerFair
May 17, 2025 – May 17, 2025
Mitigating positional bias in LLaVA 1.5 (7B) on ScienceQA via per-head activation steering & PCA.
View ProjectAIsha-Multimodal-AI-Agent
May 15, 2025 – June 25, 2025
AIsha: Your personal multimodal AI agent! 📱🗣️🖼️🎤 Powered by Groq (Llama 3), Qdrant, Cloud Run, LangGraph, ElevenLabs, and Together AI, AIsha can send/receive WhatsApp messages, understand voice/images, send voice notes/image updates, and recall long-term memories. Run it for free on your own computer or affordably on Google Cloud Run!
View ProjectUber-Data-Analytics-Pipeline
May 11, 2025 – May 11, 2025
Dimensional modeling and ETL for Uber ride data on GCP using Mage, BigQuery, and Looker Studio.
View ProjectCultural Fit Analysis
The candidate's portfolio showcases a strong interest in cutting-edge AI/ML technologies and a drive for personal project development. The diversity of projects, from MLOps to multimodal AI agents and data analytics, suggests adaptability and a broad technical curiosity. However, the lack of team-based projects or formal work experience makes it challenging to fully assess cultural fit regarding collaboration and professional interaction within an organizational setting. The focus on personal projects aligns with a culture that values innovation and self-directed learning.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven approach to learning and applying new technologies. The variety of personal projects suggests strong initiative and problem-solving skills. However, without formal work experience or psychometric test results, it is difficult to assess specific soft skills like teamwork, stress handling, or communication clarity in a professional setting.