Pre-screened and vetted.
“Unity/C# developer with hands-on experience delivering performance-critical systems: built a multithreaded Addressables-based asset loading pipeline to handle thousands of animations and drastically cut loading screens. Also created a personal Unity Editor tool using the OpenAI API to detect code smells and generate prioritized remediation, and has shipped authoritative-server multiplayer for an arcade car game with prediction/interpolation, reconciliation, and robust live-network debugging.”
Senior Product Designer specializing in AI-native products and enterprise SaaS
“Product designer at FRCC with strong systems thinking and front-end fluency, leading end-to-end redesigns across content and AI workflow products. Notable for pairing measurable UX gains (54% to 91% task success, 12% subscription growth) with faster delivery, including compressing design-to-production from 8 weeks to 3 weeks and shipping an AI request-routing product live in 2.5 weeks.”
Intern Data Scientist specializing in analytics, BI, and machine learning
“Marketing and product-focused analytics candidate with hands-on experience turning messy large-scale data from Hadoop/HDFS, Azure Data Lake, and transaction systems into validated reporting tables. They combine SQL and Python automation with strong metric design, cohort/retention analysis, and stakeholder-friendly dashboards, including a reported 30% query performance improvement and weekly reporting automation.”
Mid-level Design Engineer specializing in product design and front-end implementation
“Product designer-builder who codes, with a rare end-to-end profile spanning product strategy, UX, design systems, frontend engineering, and AI integration. Built PetCloud/PetClub as a fully solo product in Next.js/TypeScript/Supabase and has also driven measurable UX gains in company settings, including 25% higher engagement, faster design-to-dev handoff, and fewer UI bugs.”
Senior Unity Developer specializing in gameplay, multiplayer, and backend integration
“Unity gameplay engineer who has shipped mobile and Meta Quest VR titles, leveraging DOTS/ECS for large-scale war/rts-style scenes and mobile performance. Built multiplayer features using Photon PUN 2 with PlayFab matchmaking/backend and implemented live network debugging/recovery strategies. Also prototyped an AI/LLM-assisted pipeline for generating and validating gameplay/level content via structured JSON with fallbacks and caching to control reliability and cost.”
Mid-level Full-Stack Software Engineer specializing in AI and RAG systems
“Backend/AI engineer who built an enterprise RAG chatbot over 40,000+ technical documents, owning the system from ingestion and retrieval design through launch, optimization, and incident prevention. Stands out for treating LLM reliability as a data, retrieval, and observability problem—delivering 90%+ benchmark accuracy, ~50% fewer hallucinations, and major gains in lookup speed and latency.”
Senior Growth & Partnerships Marketer specializing in ecosystem GTM and lifecycle optimization
“Growth and partnerships leader who scaled a co-marketing/referral engine to 300+ partners at Study2020, tripling qualified leads and supporting 20–30% YoY growth. Led a platform GTM pivot from direct sales to trust-led acquisition (invite-only expert events + lifecycle nurturing + content), generating 10k+ organic followers and 1,500+ bookings in six months, using CRM and analytics (HubSpot/Salesforce, GA4, Looker Studio) to measure conversion and retention.”
Mid-level Performance Marketer specializing in paid media and programmatic advertising
“Paid media performance marketer experienced managing $80K–$120K/month budgets across Google Ads, Meta, YouTube (and TikTok), building full-funnel structures from prospecting through retargeting. Emphasizes systematic, hypothesis-driven testing with a strong creative optimization focus and uses CTR/CPC/CPM plus benchmark comparisons to guide scaling and troubleshoot performance drops.”
Senior Frontend Engineer specializing in scalable web and mobile applications
“Frontend team lead who delivered an ArcMap React + TypeScript product end-to-end, emphasizing Atomic Design-based design systems, reusable component architecture, and performance optimizations (code-splitting/lazy loading, server-side fetching, webpack). Adopted React Query over Redux with centralized query-key management and coached the team on its usage while shipping quickly in a high-velocity environment.”
Mid-level AI Engineer specializing in Generative AI, LLM fine-tuning, and RAG systems
“Built and deployed production LLM applications including a natural-language-to-read-only-SQL system focused on ambiguity handling and query safety (schema whitelisting, intent validation, confidence checks, deterministic execution). Experienced with LangChain-based, modular agent orchestration and RAG document QA for large PDFs, with a metrics-driven testing/evaluation approach and cross-functional delivery with marketing on an AI content recommendation/search tool.”
Mid-level Project Manager specializing in marketing and go-to-market execution
“Lifecycle/CRM marketer from Lid Vizion who led behavior-segmented onboarding/reactivation email programs, delivering a 26% lift in email engagement. Experienced running A/B tests (subject lines, CTAs, send times) and coordinating cross-functionally across creative/product/dev to align influencer, blog, and email messaging—cutting go-to-market time by 20%.”
Senior Product Owner specializing in data-driven platforms, payments, and AI automation
“F2P mobile LiveOps/product specialist (iOS) who acted as a bridge between product, design, and data during the live phase—analyzing player behavior, identifying loop friction, and iterating on progression, rewards, and live events. Emphasizes trust-preserving monetization through incremental cohort rollouts and tight monitoring of retention, funnel, revenue, and player feedback signals.”
Entry-Level Sales Professional specializing in consultative selling and client engagement
“Solar sales background spanning high school through college with hands-on ownership of high-volume prospecting and appointment setting (about 100 calls/day) plus in-person homeowner meetings. Created structure in an ambiguous environment by building a neighborhood-targeting method and a standardized multi-channel follow-up cadence, then tracked results in spreadsheets to refine messaging and improve consistency.”
“Built a production AI-powered university marking system that automates question generation and grading from PDF course materials using a RAG pipeline (S3 + Pinecone) orchestrated with LangChain/LangGraph and deployed on AWS ECS via Docker/ECR and GitHub Actions CI/CD. Addressed a key real-world LLM challenge—grading consistency—by implementing rubric-based scoring, retrieval re-ranking, and standardized context summarization, validated against human instructors.”
Senior Digital Marketing & Operations Specialist in lifecycle marketing and analytics
“Marketing Director-level CRM/lifecycle marketer with deep restaurant/franchise and DTC experience, known for using CDP-driven segmentation and local-store personalization to materially lift loyalty (18% to 30%) and shift visit frequency (60% monthly-to-weekly). Comfortable integrating data across POS/CRM/email/feedback systems via APIs and running continuous A/B testing, plus strong stakeholder management to win franchisor buy-in through pilots and measurable outcomes.”
Mid-level AI/ML Engineer specializing in GenAI, NLP, and production MLOps
“AI/LLM engineer who built and deployed a production healthcare RAG chatbot ("DoctorBot") with strict medical safety guardrails, an 85% confidence-gated verification layer, and latency optimizations that cut responses from ~8s to ~2–3s. Also worked on finflow.ai to generate finance/banking test cases from BRDs, collaborating closely with non-technical domain stakeholders, and has hands-on orchestration experience with LangChain/LangGraph and agentic evaluation/monitoring practices.”
Mid-level Customer Success & Implementation Strategist specializing in B2B SaaS onboarding
“B2B SaaS Customer Success Manager based in the San Francisco Bay Area with 5–6 years of experience spanning big tech (Google) and startups. Has owned large enterprise portfolios (80+ accounts) and delivered strong outcomes including 110% NRR, 98% retention, and a 60% reduction in onboarding time by building scalable playbooks. Also brings martech/SEO analytics experience and hands-on technical problem solving (including Python scripting to unblock third-party API integrations).”
Senior Unity Developer specializing in mobile, AR/VR, and hyper-casual games
“Unity VR developer who shipped a Meta Quest title ("Dig to escape") and owned key gameplay systems including VR interactions, NPC/quest logic, and save/load. Has also built a rhythm/endless-runner hybrid with procedural level generation by converting MP3 to MIDI, and uses AI tools to generate UI/background art assets.”
Senior Purchasing Manager specializing in cosmetics OEM/ODM sourcing and global supply chain
“Beauty category manager specializing in Korean beauty who has owned end-to-end category growth across both subscription programs and eCommerce. Expanded the supplier network (8 to 12 factories), onboarded 800 SKUs, and doubled category sales while improving gross margin and inventory turns through data-driven assortment decisions, negotiation, and cross-functional GTM execution.”
Mid-level Product Analyst specializing in data-driven onboarding and user experience
“Analytics-focused candidate from SWAP PM with hands-on experience turning messy onboarding and user behavior data into reliable funnel and retention reporting using SQL and Python. They owned an end-to-end onboarding improvement project, aligned stakeholders on metric definitions, and helped drive changes that reduced onboarding time by about 45%.”
Senior AI/ML Engineer specializing in NLP, computer vision, and cloud ML systems
“AI/ML engineer with 9+ years of experience building production recommendation and LLM systems end-to-end, from experimentation through deployment, monitoring, and retraining. Stands out for combining strong MLOps discipline with practical GenAI/RAG implementation, including measurable impact such as ~25% higher engagement on an e-commerce recommender and nearly 30% faster knowledge retrieval from internal documents.”
Senior ML/AI Engineer specializing in LLMs, RAG, and healthcare AI
“Built a production-grade clinical and insurance document AI system in a HIPAA/PHI-regulated environment, taking it from experimentation through Azure deployment, monitoring, and iterative improvement. Stands out for translating RAG/LLM research into reliable microservices with strong safety controls, drift monitoring, and human-in-the-loop workflows that cut manual review time by 60-70%.”
Senior Digital Analytics & Adobe Experience Platform Developer specializing in Web SDK and RT-CDP
“Growth and partnerships professional in the gaming/creator ecosystem with hands-on experience sourcing and negotiating creator deals, running pilot partnerships, and measuring outcomes via CPA/conversion tracking. Has driven measurable growth through co-marketing and referral loops (e.g., +30% sign-ups and up to +20% revenue in 2 months; +25% leads in 1 month) and improved creator engagement through co-developed content (+40% engagement).”
“Performance marketer with hands-on ownership of a real estate account spending about $100K/month across Google Ads and Meta. Demonstrates strong full-funnel paid media thinking, disciplined testing methodology, and practical technical troubleshooting, including diagnosing and reinstalling broken conversion tracking when a site update disrupted pixel firing.”