I summarized how Sales Cloud automation reshaped sales processes and presented a concise market trends slide showing current impacts and beneficiaries.

I compiled and evaluated AI prospecting tools to find options for lead generation, enrichment, contact discovery, and scoring.

I explained how large language models work, summarizing their architecture, training stages, and how they generate text.

I cleaned a scanned document using image preprocessing and produced an enhanced output image.

I extracted text and structured field data from multi-page mortgage PDFs using Python, then documented extraction challenges and proposed fixes.

I compared Tesseract, PaddleOCR, and EasyOCR on a scanned mortgage PDF and reported which tools performed best for extraction.

I built a complete RAG pipeline for document retrieval, including chunking, embeddings, hybrid search and a user-facing query flow.

I compared multiple open embedding models and picked the best performer based on answer completeness and chunk usefulness.

I built a page-level segmentation and metadata extractor that labeled pages with document IDs and types from multi-document PDF blobs.

I built a Gradio chatbot UI and connected it to a RAG pipeline that summarizes PDFs and answers user questions.

I wrote a professional threat model for the HYDROLOGIC water management system used at The Grand Marina, documenting system flows, trust boundaries, and prioritized risks with supporting findings.

I built Python notebooks in Google Colab to practice data structures, control flow, functions, data cleaning, JSON handling, and a sensor log generator.

I built an insecure MQTT pipeline, ran publisher and subscriber clients, intercepted traffic, and documented vulnerabilities and fixes.

I wrote a security assessment and experimental worksheet that evaluated TLS for the hotel's MQTT water-sensor pipeline.

I implemented mutual TLS controls, tested identity attacks, and documented a provisioning policy for devices in the externship project.

I wrote a defense comparison report evaluating three anti-replay protections for a hotel water-monitoring pipeline.