Pareto Improvement Capital Limited
Quant advisory built for career, strategy and long-term wealth.
RJHY connects quant career coaching, investment research and long-term advisory into a clear action plan.
Quant Career
Build a focused path for quant interviews and career transitions.
From resume positioning to technical preparation, we help candidates organize experience into a credible story.
Hong Kong Insurance
Compare plans with scenario-based protection and cashflow thinking.
We organize family needs, product differences and follow-up checkpoints into a transparent advisory process.
Investment Advisory
Turn allocation questions into structured review and risk language.
We support allocation reviews with research discipline, portfolio context and practical communication.
8
亿+
RMB quant fund AUM
17
%
Annualized return record
IAQF
IAQF student competition award
清华社
Published quant strategy books
Why RJHY
Learn about our background →
A practical advisory team rooted in quant finance and cross-border planning.
Founded by UMich alumni, the team brings experience in high-frequency quant fund management, strategy research, career coaching and Hong Kong insurance advisory. We translate complex decisions into clear action plans, risk notices and review checkpoints.
01Define scope
02Compare options
03Track follow-up
Service Matrix
Four connected modules from personal capability to financial planning.
Each module keeps a consistent advisory rhythm: diagnose the situation, structure the option set, then review the execution path.
Career Coaching
Quant career coaching across Mainland China, Hong Kong and overseas markets.
Resume refinement, interview practice, project positioning and career planning for quant finance candidates.
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Hong Kong Insurance
Hong Kong savings insurance, family protection and USD long-term planning.
Clear and long-term advisory for Hong Kong insurance, savings plans, family protection and USD allocation.
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Investment Advisory
Asset allocation, quantitative investment research and diversified advisory.
Professional advisory for quant research, strategy development, asset allocation and risk control.
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Strategy Consulting
High-frequency strategy, self-developed strategies and live practice loop.
Build a complete research-to-trading loop through real market practice, execution review and risk control.
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Advisory Process
Transparent steps from discovery to long-term review.
01
Discovery
Clarify career, insurance, investment or strategy goals and review current constraints.
02
Assessment
Assess academic background, project capability, asset profile, risk preference or strategy foundation.
03
Roadmap
Build an actionable advisory roadmap with timeline, tasks and key milestones.
04
Execution
Work with dedicated advisors and adjust the plan through continuous review.
05
Review
Keep track records, materials, strategy notes and allocation records for long-term improvement.
Real Scenarios
Content and consultation entries designed around real user decisions.
Career
Overseas students targeting quant roles
Build a structured preparation path around resume, projects, statistics, coding and interviews.
Insurance
Families reviewing Hong Kong savings plans
Compare plans through protection goals, USD cash flow, premium period and long-term withdrawals.
Investment
Investors planning USD allocation
Create a diversified allocation framework based on risk preference, horizon and market context.
Strategy
Quant learners practicing live strategy
Train the research-to-trading loop from factor research and backtest to risk control and review.
Research
Teams building a research workflow
Set up a sustainable research workflow across role division, data records, strategy review and staged retrospectives.
Track Record
Selected outcomes across career, strategy, insurance and allocation.
Start with one clear conversation
Tell us your target. We will help you map the next step.
Whether you are preparing for quant roles, comparing Hong Kong insurance plans, reviewing allocation or practicing live strategy, RJHY provides structured advisory support.