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Providing services: Blogging, Technical Writing, Custom Software Development
Summary: Molecular biologist with expertise in multiomic assay development, CRISPR technology, and novel target discovery via integration of in-silico and wet lab data modalities. Will always have a soft spot for animal behavior!
Providing services: Application Development, Custom Software Development, Database Development
Summary: My current research at UC Berkeley is on LLM robustness evaluation, building a perturbation-based testing framework that generates linguistically grounded benchmark variants to assess how models fail across different registers and prompting styles. The work targets a gap the field increasingly cares about: evaluation that predicts deployment performance, not just benchmark scores.Alongside that, I've built a full RAG pipeline from scratch (hybrid dense + lexical retrieval via Reciprocal Rank Fusion) that achieved 62% Exact Match and 75% F1 on a 100-item QA benchmark, and investigated memorization vs. genuine reasoning in open reasoning models through chain-of-thought traces and layer-wise activation analysis.Before Berkeley, I spent two and a half years as a software engineer at Flux Water in Nairobi, reducing query latency by 92%, building real-time infrastructure monitoring dashboards, and leading a four-person engineering team. That production background shapes how I approach ML work.Graduating May 2026. Looking for NLP Engineer, ML Engineer, or Applied Research Engineer roles.
Providing services: Custom Software Development, Database Development, Cloud Management, Software Testing, Web Design, Web Development, iOS Development
Providing services: Custom Software Development, Application Development, Mobile Application Development, Web Development, Database Development, Computer Networking, Software Testing, Web Design
Summary: I’m a Computer Science graduate from UC Berkeley with experience building full-stack and backend systems used by real communities. I’ve worked across Ruby on Rails, Python, REST APIs, PostgreSQL, and cloud deployment, with hands-on experience in automated testing, CI/CD, monitoring, and scalable asynchronous systems.I’m also interested in data and machine learning; from data preprocessing and feature engineering to model evaluation and communicating insights. Through Berkeley, I built and evaluated regression and classification pipelines using Python, pandas, NumPy, and scikit-learn, and I’m excited to apply these skills in production environments.I’m particularly interested in software engineering roles at the intersection of backend systems and data/ML, including data engineering, ML-enabled product development, and GenAI applications. I also enjoy mentoring others in computer science through tutoring and teaching. Outside of work, I enjoy gaming with friends.
Providing services: Android Development, Application Development, Cloud Application Development, Custom Software Development, Mobile Application Development, Database Development, Web Design, Web Development, iOS Development, SaaS Development
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Providing services: Cloud Application Development, SaaS Development, Training, Custom Software Development, Cybersecurity, Cloud Management, Information Security
Summary: I design and build platform infrastructure that has to work at scale, under pressure, without falling over.Most of my career has been spent at the intersection of API architecture, security, and distributed systems. At Twilio I spent 7 years as Principal Engineer, where I designed and patented the API gateway and throttling architecture that handled billions of requests. At Material Security I led infrastructure as Senior Staff Engineer. At Weights & Biases I worked on the platform that ML teams depend on to track and reproduce their experiments.I’m especially focused right now on the security implications of AI-generated code — how organizations audit, validate, and trust what comes out of agentic coding pipelines. I run Ontologi, a consultancy doing exactly this work.What I’m good at: API platform design, security architecture, distributed systems, taking ambiguous hard problems and turning them into systems that work. I’ve done this across telecom, ML infrastructure, email security, and AI.20 years of building. Looking for the next thing worth building.
Providing services: 3D Design, Animation, Visual Design, Custom Software Development
Summary: UCB undergraduate intending Computer Science and Applied Math major. Project kink: https://github.com/Sygono/ProjectsAndArts/tree/main
Providing services: Custom Software Development, Application Development, Web Development, Cybersecurity, Information Security
Summary: Senior Software Engineer with 3.5+ years of industry experience and 5+ years of hands-on expertise building with Python and Rust. Proficient in Python, Rust, Go, C++, and SQL, with a strong interest in high-QPS distributed systems, infrastructure, and performance-critical backend engineering. I enjoy tackling complex scalability and reliability challenges, and I am highly effective at leveraging AI-native toolings(Claude, OpenClaw ...) to accelerate development, improve engineering productivity, and iterate quickly from idea to production-quality solutions. Previously published as a co-first author in two ML conferences: Spatiotemporal Traffic Flow Forecasting for PHETs Based on Data Mining and Deep Learning A PHET Dispatching Method Considering Customer Demand and Charging Resource
Providing services: Web Development, Database Development, Application Development, Custom Software Development
Summary: Data Governance @ Databricks
Providing services: Custom Software Development, Application Development, Mobile Application Development, SaaS Development, Cloud Application Development, Android Development, Database Development, Information Management, Web Development
Summary: Founder and technology leader with 16+ years of experience in the financial industry, spanning top institutions in Brazil (Bradesco S/A, Cielo S/A, and Itaú Unibanco S/A) and the global fintech ecosystem. As Founder of Selfinancial Inc., I spearheaded the development of one of the first platforms to enable cross-border open finance connections, working directly with financial institutions and central banks across multiple countries. Skilled in leading full product lifecycles, building security-first architectures, and integrating advanced AI solutions to transform wealth management. I bring a unique combination of deep technical expertise (Master’s in Software Engineering) and financial market knowledge (Master’s in Financial Market), making me well-positioned to drive both the modernization of traditional banks and the growth of innovative fintechs. Also preparing to expand this expertise into the crypto market, fostering coexistence between stablecoins, tokenization, and emerging crypto layers. Selfinacial is where you can evaluate conflicting financial advice and move your money as freely as information. In a world full of biased recommendations, hidden incentives, and fragmented financial tools, Selfinacial gives people a clearer way to make decisions. We help users compare different points of view, understand their options, and take action with confidence, so financial freedom becomes as open, transparent, and connected as the internet itself. We are building the platform that connects the world’s most important fiat ecosystems with blockchain, creating a new model for financial guidance and asset mobility. Selfinancial gives users the freedom to access trusted advice, navigate both traditional and tokenized assets, and move wealth with fewer barriers and greater independence.