Gramian Consulting

• Review AI training problems related to **Electrical Engineering and Signal Processing** • Assess whether tasks are scientifically realistic, technically sound, and clearly designed • Evaluate whether grading criteria and expected outputs are correct and consistent • Identify ambiguity, missing information, incorrect assumptions, or flawed task design • Provide clear written feedback and detailed annotations • Work independently in a remote task-based environment • Maintain high accuracy and consistency across all reviewed tasks

• Translate component style guides and UI screenshots into **pixel-perfect web interfaces** • Build responsive frontend components using **TypeScript and CSS3** • Ensure UI elements follow design systems, visual guidelines, and accessibility standards • Identify inconsistencies or ambiguities in design specifications • Document implementation decisions clearly in a remote-first workflow • Provide constructive technical feedback on UI quality and feasibility • Optimize interface performance across devices and screen sizes • Support AI model training through high-quality frontend engineering input

• Review, label, classify, and validate data according to detailed project guidelines • Ensure **accuracy, consistency, and quality** across assigned tasks • Apply instructions objectively when evaluating or categorizing content • Identify edge cases, discrepancies, and annotation issues • Escalate unclear or inconsistent cases when needed • Perform quality checks and provide clear feedback where required • Meet productivity and quality expectations in a remote work environment • Work independently while following project standards and timelines

• Review AI training problems related to **Electrical Engineering and Signal Processing** • Assess whether tasks are scientifically realistic, technically sound, and clearly designed • Evaluate whether grading criteria and expected outputs are correct and consistent • Identify ambiguity, missing information, incorrect assumptions, or flawed task design • Provide clear written feedback and detailed annotations • Work independently in a remote task-based environment • Complete individual review tasks within the expected **30–90 minute** timeframe • Maintain high accuracy and consistency across all reviewed tasks

• Define and drive the overall **SoC architecture** for complex embedded systems • Translate product requirements into scalable technical solutions • Lead architectural trade-off analysis across performance, power, cost, and manufacturability • Collaborate with multidisciplinary engineering teams throughout product development • Support system integration, verification, and product validation activities • Provide technical leadership and architectural guidance across engineering organizations • Contribute to technology roadmap definition and long-term product strategy • Present technical recommendations and architectural decisions to stakeholders

• Develop pixel-perfect Webflow websites from Figma designs • Build and maintain CMS collections, reusable components, forms, and custom embeds • Create engaging web animations using Webflow Interactions, GSAP, Three.js, Lottie, Rive, or Spline • Implement analytics and event tracking using GA4, GTM, PostHog, or similar tools • Optimize websites for technical SEO, Core Web Vitals, and overall performance • Execute conversion rate optimization (CRO) initiatives, including A/B testing and funnel improvements • Build integrations using APIs, webhooks, and automation platforms • Collaborate closely with designers, marketers, and product teams to deliver exceptional user experiences

• Design realistic **software engineering challenges** involving debugging, feature development, code refactoring, and performance optimization • Develop **reference implementations** and reproducible software environments • Write high-quality code in **Python**, **Java**, **Go**, **Rust**, **C++**, or **TypeScript** • Analyze, troubleshoot, and resolve complex software defects • Refactor and optimize existing codebases for performance, maintainability, and scalability • Document technical decisions, implementation approaches, and engineering rationale • Review and validate technical solutions submitted by other contributors • Apply software engineering best practices across diverse programming languages and systems

• Design, simulate, and validate **electronic circuits** using **Qucs-S** • Develop and optimize **analog, digital, or mixed-signal** circuit designs • Analyze simulation results and troubleshoot design or performance issues • Collaborate with engineering teams to translate technical requirements into practical solutions • Optimize designs for **performance**, reliability, and manufacturability • Produce clear **technical documentation** and engineering reports • Participate in technical reviews and share best practices for Qucs-S simulation • Stay up to date with Qucs-S developments and emerging electronic design techniques

• Design and develop **3D simulations** and interactive environments using **Panda3D** • Build and maintain high-quality **Python** and **C++** codebases • Collaborate with engineering and AI teams to translate technical requirements into scalable solutions • Optimize simulations for **performance**, scalability, and cross-platform compatibility • Debug, maintain, and improve existing game systems and simulation logic • Manage source code using **GitHub** and collaborative development workflows • Document architecture, implementation decisions, and development processes • Participate in **code reviews**, technical discussions, and Agile development activities

• Onboard **new entities** into the Ads team **Knowledge Graph**, ensuring alignment with defined schemas and ontologies • Serve as the **primary point of contact** for **Product, Engineering, and Analytics** teams requesting entity additions or schema changes • **Prioritize and triage** incoming requests based on **business impact**, urgency, and **technical feasibility** • Perform **data entry and labeling** to support **automated content understanding** pipelines • **Tune and refine LLM prompts** to improve **content understanding automation** • Review and curate **LLM-generated entities**, approving high-confidence outputs, correcting near-misses, and rejecting **hallucinations** • Execute rigorous **QA and validation** to ensure **ontological consistency** and **factual accuracy** • Create **Golden Sets** via targeted labeling to assess model quality and support **classifier and extraction model fine-tuning** • Investigate and resolve **data integrity issues**, including error correction, **duplicate entity merging**, and relationship conflict resolution • Provide clear **stakeholder feedback**, status updates, and **modeling rationale**, and guide teams on effective **Knowledge Graph querying**