Lita Doolan

NGS Data Processing Pipeline

A machine learning tool that detects potential greenwashing in news stories by analyzing text patterns and assigning likelihood scores by country.

A web-based tool that detects short tandem repeats in DNA and highlights potential gene-like structures using custom input.

A mini bioinformatics project exploring Human Accelerated Regions (HARs) — moving from genomic coordinates to biological meaning through nearest gene annotation, regulatory context, tissue expression, and pathway enrichment. Includes a prototype context-aware annotation engine.

A reproducible LC-MS metabolomics annotation pipeline with dual-method confidence validation. Cross-validates R IPA and ipaPy2 probabilistic annotation outputs to produce a high-confidence metabolite set. Includes ECMDB organism validation and KEGG pathway mapping.

Confidence-scoring framework for untargeted LC–MS metabolite annotation — consensus layer for R IPA, ipaPy2 and beyond

🌸 Ethical email platform for pronoun-inclusive communication and Midsummer flower messaging. More functional, intentional messaging with Minimail.

AI-powered sentiment analysis tool for evaluating processes and tracking feedback. Extract positive insights from reviews, customer feedback, and text data with real-time analysis and visualization.

24/7 Telegram bot for cryptocurrency price alerts. Set buy/sell targets and get instant notifications when prices hit your thresholds. Supports Bitcoin, Ethereum, and 8 other major cryptocurrencies.

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🧬 Gene2Text: AI-powered DNA codon explainer for biology education

🧬 AI-powered protein structure-function analysis tool with 8-state secondary structure prediction, functional region identification, and interactive visualization. Built for researchers, educators, and students to understand how protein structure drives biological function.

A professional bioinformatics web application built with R, Bioconductor, and Plumber that provides both an interactive browser interface and RESTful API for DNA/RNA sequence pattern matching, restriction site analysis, and motif detection - deployed on Render with Docker for scalable genomic sequence analysis.

🌿 Generative p5.js sketches using randomness and organic motion to simulate natural textures — exploring creative coding for use in energy studies, visual simulation, and sustainability research.

A Python-based data analysis tool that visualizes UK 2021 Census responses on gender identity and pronoun choices per household using pie and bar charts.

🌐 A minimalist Google-style search homepage built with HTML, CSS, and Bootstrap, created as part of Harvard CS50’s web programming course. Now live on GitHub Pages.

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SkillSprint helps recent graduates recognise the transferable skills they've already developed through sport, volunteering, hobbies and part-time jobs. A statistic framework translates lived experience into career pathways and relevant graduate opportunities.

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Recognition Gaps in Synthetic Electronic Health Records

NLP tool for detecting greenwashing signals in corporate sustainability statements — with phrase-level explanations and evidence scoring.

Algorithm to forecast microbial fuel cell energy production,

🎮 Tic Tac Toe AI – a fast, fun, and smart browser-based game where players go head-to-head with a heuristic AI opponent.

🚀 Enhanced version of the J.P. Morgan SWE Task 1 – now with real-time frontend & deployable backend

📡 Real-time stock dashboard using WebSocket, built for the J.P. Morgan Forage SWE Task 2. Tracks live market data in-browser. (Web-based, interactive, and deployed with GitHub Pages)

🧭 Local search hub that prioritizes community businesses with real-time local dashboard - bookmarkable daily companion for supporting independent businesses

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Starter repo for task 3 of JPMC's Forage program