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Providing services: Management Consulting, Change Management, Public Speaking, Leadership Development, Team Building, Application Development, Strategic Planning, Engineering Design, SaaS Development
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, 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
Providing services: Cloud Application Development, SaaS Development, Web Design, Web Development, Application Development, Database Development
Summary:
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Providing services: IT Consulting, Mobile Application Development, SaaS Development, Cloud Management, Engineering Design, Application Development, Information Management, Database Development, Project Management, Business Consulting
Summary: In 2021, I founded the software consultancy firm ELF Technologies in the City of London, delivering advanced software products including custom AI/ML models and full-stack applications counting tens of thousands of daily active users, as well as expert advice and auditing services to companies in the UK and EU.Over the years, I've brought to market many successful tech products and helped managers and investors understand tech dynamics. I specialise in software, AI, energy markets and e-mobility.Recipient of the Cambridge Scholarship for Entrepreneurs and having won at the King’s Entrepreneurship Prize, I continue to lead in translating deep technical expertise into viable business strategies for both my clients and my own ventures.eliott-four.net
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.
Providing services: Database Development, Information Management, Web Development, Business Analytics, Application Development, IT Consulting
Providing services: Cloud Application Development, Custom Software Development, Database Development, Web Design, Business Analytics, Application Development, iOS Development, Web Development, Software Testing
Summary: My name is Vrinda Jain and I am a rising Junior at the University of California, Berkeley. I am interested in Software Engineering and Artificial Intelligence roles. For inquiries, email vrindajain@berkeley.edu.