OVEYS.SYS
RESEARCH / FINANCE / AISYSTEM STATUS: ACTIVE

OVEYS
SAYAD

Quantitative Finance × AI × Financial Products

I build quantitative models, financial intelligence systems, and data-driven products.

Explore ResearchSelected WorkView CV

Tehran, Iran · MBA Finance candidate, University of Tehran

Initializing neural financial core…

01 / SYSTEM

Lab status

Compact research instrument view — focus areas and active workstreams.

PROFILE.STATUS

ACTIVE

PRIMARY FOCUS

QUANTITATIVE FINANCE

RESEARCH DOMAIN

FINANCIAL MACHINE LEARNING

TECHNICAL STACK

PYTHON / DATA / ML

CURRENT RESEARCH

IMPLIED VOLATILITY SURFACE LEARNING

02 / WORK

Selected work

Research and product systems across market microstructure, derivatives, and financial machine learning.

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BID DEPTHASK DEPTH
04 / AI · LOB· 2026· ai-data

Explainable Machine Learning for BTCIRT Limit Order Book Dynamics

A multi-study research redesign for Nobitex BTCIRT limit-order-book snapshots under sparse sampling — with leakage controls, LOB incremental-value tests, and SHAP / permutation / ablation explainability.

Market MicrostructureLimit Order BooksExplainable MLFinancial Machine Learning
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03 / RESEARCH

Current research / 2026

ACTIVE THESIS DIRECTION

Learning the Implied Volatility Surface

Exploring surface reconstruction and uncertainty-aware modeling for options — an MBA thesis direction under active scoping. Not a completed publication.

SPY OptionsFinancial MLSurface ReconstructionUncertainty
Open research lab →

PIPELINE

  1. 01Data Preparation
    Exploring
  2. 02Surface Construction
    Planned
  3. 03Baseline Models
    Planned
  4. 04Deep Learning Models
    Planned
  5. 05Robustness & Evaluation
    Planned

Interactive IV surface lives on the Research page.

04 / EXPERTISE

Professional system index

Four connected domains. Select a module to inspect scope and related work.

MODULE 01

Quantitative Finance

Financial engineering, derivatives, asset pricing, arbitrage analysis, portfolio analysis, and risk.

Financial engineeringDerivativesAsset pricingPortfolio analysis
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05 / EXPERIENCE

Selected roles

Full profile →

  1. Executive Associate to the CEO | Head of Business Development

    Iranian Technology Development Fund

    Executive strategy, business development, financial-product design, investment evaluation, and quantitative market analysis.

    Financial Engineering · Derivatives · Quantitative Analysis · Algorithmic Trading

  2. Product Manager

    Capital Hermes

    Led the end-to-end development of a real estate crowdfunding platform from product strategy and roadmap through MVP launch.

    FinTech · Product Analytics · Investment Platforms

  3. Business Development Specialist

    Capital Hermes

    Evaluated investment opportunities and developed strategic partnerships through structured market and financial research.

    Venture Capital · Market Research

06 / CONTACT

Let's build
what's next.

Open to conversations about quantitative research, financial AI, and ambitious financial products.