Ashdeep Singh
Architect of Intelligent Systems for High-Stakes Quantitative Environments.
壱 // Mission
My professional mission is to master complexity. I design and deploy scalable, data-driven solutions that thrive under pressure. By synthesizing high-performance programming with advanced artificial intelligence, I build systems that are not only efficient but decisive.
The objective is to deliver measurable results in environments where precision and speed are paramount. My focus is exclusively on the FinTech and quantitative finance sectors, where technology creates a definitive competitive edge.
弐 // Professional History
Junior Python Developer
Techrefic Technologies | Sep 2022 - Aug 2023
- Achieved 99.8% data accuracy across 5M+ records by engineering robust validation and cleaning pipelines.
- Increased ML model performance by up to 30% through advanced hyperparameter tuning and feature engineering.
- Led the deployment of algorithmic trading strategies, integrating custom risk thresholds and market constraints.
Python Developer Intern
Techrefic Technologies | Jan 2020 - Aug 2022
- Reduced manual data analysis workloads by 40% by architecting and deploying Python automation scripts.
- Constructed and maintained mission-critical RESTful APIs to guarantee seamless data flow between services.
参 // Impactful Projects
Algorithmic Trading Engine
An automated system built to capture market opportunities with algorithmic precision. The platform's backtesting engine cuts manual strategy evaluation by 60%.
Industrial Safety Protocol
A critical safety system engineered to prevent industrial accidents. It uses real-time computer vision to monitor safety zones, reducing incident risk by ~80% in simulations.
Logistics Optimization System
An urban mobility solution that predicts taxi demand using time-series forecasting. The system's insights enabled a 15% reduction in average passenger wait times.
Intelligent Document Parser
A custom NLP model for information extraction from unstructured text. It achieved 84% precision and improved data matching accuracy by 13% across 100k+ documents.
肆 // Technical Arsenal
Data Science & ML
Languages & Databases
Cloud, DevOps & FinTech
伍 // Connect
I am available for collaboration on challenging problems in technology and finance. If you are building something impactful, let's connect.