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A Surya Pratap Singh Experience

  • About Me
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    • English Poetry
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Latest

Large Language Models in Crypto Trading Bots: Hype or Reality?

Generative AI for Predicting Market Regime Shifts

Reinforcement Learning Meets Generative Models in Equity Markets

How Gen AI is Powering Next-Gen Quant Trading Strategies

Transformer Architectures for Real-Time Crypto Price Prediction

Generative AI in Stock Trading: Building Autonomous Market Makers

Generative AI in Stock Trading: Building Autonomous Market Makers

Synthetic Market Data: Solving the Liquidity Problem in AI Trading Models

Meta-Learning in Finance: Training Models That Learn to Trade Faster

Energy-Based Models for Forecasting Regime Transitions

Thursday, October 16, 2025

Category: Tidbits

Vision Transformers in Chart Pattern Mining at Scale

Chart patterns play a pivotal role in technical analysis, guiding traders and analysts in making informed decisions in the fast-paced world of financial markets. The evolution of technology has brought … Read More

Deep RL for ESG Portfolio Construction under Dynamic Constraints

In today’s rapidly evolving financial landscape, the importance of Environmental, Social, and Governance (ESG) investing has reached an unprecedented peak. Investors are increasingly looking not only for financial returns but … Read More

Self-Supervised Embeddings for Company Similarity Search in Investment Screening

In the rapidly evolving landscape of investment management, the ability to efficiently sift through massive amounts of data and extract meaningful insights has become more crucial than ever. The integration … Read More

Transformers for Risk-on/Risk-off Signal Prediction

In today’s volatile financial landscape, the ability to accurately gauge market sentiment and anticipate regime shifts is crucial. Investors and analysts continually search for robust methodologies to understand when to … Read More

Contrastive Learning for Market Regime Detection

Understanding market dynamics has always been a fundamental challenge in the world of finance. Investors regularly seek foolproof methods to differentiate between bull, bear, and sideways markets to make informed … Read More

Diffusion Models in Option Pricing: Beyond Black-Scholes

In recent years, the world of finance has seen a significant shift in how we approach option pricing. The classic Black-Scholes model has long been a staple for traders and … Read More

Agentic AI for Treasury Management: Automating Cash Flow Decisions

The world of treasury management is undergoing a significant transformation, driven by the advent of Agentic AI. These self-directed AI agents are stepping in to revolutionize the way organizations manage … Read More

Zero-Shot Transfer of Trading Strategies Across Asset Classes

In the fast-paced world of trading, being able to adapt quickly to various asset classes can make or break a strategy. Enter the revolutionary concepts of zero-shot and few-shot learning, … Read More

Capsule Networks in Order Book Analysis: 3D Views of Liquidity Walls

The world of finance is ever-evolving, and with it, the ways we analyze and interpret market data must also adapt. In recent years, machine learning has emerged as a game-changer … Read More

Building a Crypto Quant Fund with Deep RL Agents

In the ever-evolving world of cryptocurrencies, traditional finance strategies often fall flat in navigating the volatile landscape. This is where the allure of building a quant fund with Deep Reinforcement … Read More

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Recent Posts

  • Large Language Models in Crypto Trading Bots: Hype or Reality?
  • Generative AI for Predicting Market Regime Shifts
  • Reinforcement Learning Meets Generative Models in Equity Markets
  • How Gen AI is Powering Next-Gen Quant Trading Strategies
  • Transformer Architectures for Real-Time Crypto Price Prediction
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