Umang Jain
Quantitative Analyst @Dolat Capital
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WORK HISTORY
Quantitative Analyst @Dolat Capital
Mumbai, IN
Developed and automated end-to-end strategy research and evaluation workflows in Python and C++, leveraging NumPy and Pandas for performance analysis and market-pattern detection—reducing manual evaluation time by 70% and enabling rapid, scalable iteration-Debugged algorithms to resolve discrepancies between live trading and simulations, enhancing accuracy by 60% through improved modeling techniques-Collaborated with developers to deploy complex strategies in C++, optimizing data structures to reduce latency and enhance execution speed, transforming key calculations from O(N) to O(1) complexity-Architected a complete pipeline from data generation to model training and live deployment, improving storage efficiency through redundancy elimination and ensuring reproducibility, modularity, and robust error handling-Automated tasks in a Linux environment with Bash scripting, cutting manual intervention by 5 hours/week and improving workflow efficiency by 10% through streamlined data analysis and testing-Mentored interns and new hires within the team through training, code reviews, and workflow guidance, while also conducting interviews for quant developer roles across the organization.
EDUCATION
Indian Institute of Technology, Indore
Bachelor of Technology - BTech
ABOUT UMANG JAIN
With a strong foundation in Python, C++, and JavaScript, I currently work as a Quantitative Analyst at Dolat Capital, where I apply my expertise in software development, Linux, bash scripting, and analytics to solve complex problems and deliver data-driven insights.During my time at IIT Indore, I gained in-depth knowledge in machine learning and deep learning (using Keras, TensorFlow), databases (MySQL), and full-stack development (React, HTML, CSS, Node.js, Django, Flask). This diverse skill set enables me to contribute to end-to-end solutions and support innovative projects.I’m passionate about product development and thrive on tackling technical challenges with scalable, efficient solutions. Always eager to expand my technical abilities, I seek out opportunities to drive impactful change through technology.
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