Yash Gupta

Product Engineer

Haryana, India2 yrs 9 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in developing high-yield trading strategies.
Proficient in Python and database management.
Strong background in quantitative analysis and data visualization.

Stackforce AI infers this person is a Fintech professional with expertise in quantitative analysis and algorithmic trading.

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Skills

Core Skills

Python (programming Language)DatabasesFinancial AnalysisAlgorithmic TradingData AnalysisSqlMachine LearningAutomationCryptocurrency Trading

Other Skills

APIsAWS S3Analytical SkillsChatGPTCluster AnalysisData VisualizationDeep LearningDerivatives TradingDigital Signal ProcessingEnglishExploratory Data AnalysisFutures TradingGNU OctaveGoogle Drive APIHindi

About

Quantitative researcher with a strong foundation in Data analysis, Databases, and financial market pattern discovery for alpha generation. I'm also passionate about cutting-edge AI, including LLMs and Computer Vision. Experienced in solving real-world challenges in data collection, optimization, and workflow automation. Adaptable, with strong communication skills and a track record of thriving in fast-paced environments.

Experience

Asiatic stock and securities limited

Quantitative Researcher

Nov 2024 – Present · 1 yr 4 mos · Gurugram, Haryana, India · On-site

> Developed and maintained databases(DUCKDB, SQLite, QuestDB) for diverse financial datasets, including MCX commodities, SPXW options, and Indian stock indices, enabling efficient data analysis and retrieval.
> Researched and developed various options strategies that consistently delivered high-yield returns.
> Engineered a custom object-oriented backtesting framework in Python to simulate and evaluate Spot and Options trading strategies.

Python (Programming Language)DatabasesFinancial Analysis

Paid contractual - based

Quantitative Analyst/Developer

Jan 2024 – Oct 2024 · 9 mos

> Build and executed ETL pipelines to extract OHLCV data from cryptocurrency exchanges, engineered
custom indicators, and integrated processed data into AWS S3 bucket and Google drive API.
> Developed a real-time Cryptocurrency Scanner, leveraging APIs from KuCoin, Binance, and Bybit,
enabling tracking of 1000+ crypto.
> Designed and optimized a high-yield Momentum trading strategy for the Cryptocurrency market.
> Automated order execution on the Bybit exchange by debugging and optimizing Python code,
resulting in a seamless and efficient trading process.

Kryptomach intelligent systems

Quantitative Analyst

Apr 2023 – Dec 2023 · 8 mos

> Worked on diverse Spot Trading Strategies with a strategic emphasis on both Intraday and Positional trading.
> Spearheaded the design and development of a sophisticated Backtesting System for Spot and Futures Market utilizing the Python Programming Language.

Python (Programming Language)Object-Oriented Programming (OOP)Algorithmic TradingQuantitative Analytics

Career break

Personal goal pursuit

Oct 2022 – Mar 2023 · 5 mos

Dmi finance private limited

Data Analyst

May 2022 – Sep 2022 · 4 mos · New Delhi, Delhi, India

> Conducted customer segmentation analysis on NTC customers of various partners to identify patterns and trends.
> Analyzed payment defaults on various partners' portfolios and created flags to identify potential risk.
> Performed various Data Pull tasks in SQL using AWS Athena., which later in building an affluence classification model using geospatial data..

Python (Programming Language)SQLAnalytical SkillsData AnalysisData VisualizationMachine Learning

Exactspace

Data Scientist

Mar 2022 – May 2022 · 2 mos

> API's to retrieve real time and meta data for Thermax.
> Worked on data cleaning process using python.

Python (Programming Language)Microsoft Visual Studio CodeREST APIsPandas (Software)

Cryptostellar

Algorithmic Bot Researcher

Nov 2021 – Mar 2022 · 4 mos · Delhi, India

> Analysis on top crypto currencies considering market cap, volume, ROI, CAGR, Return and other parameters.
> Design and Developed trading strategies using Python.
> Created a portfolio rebalancing framework to automatically adjust investments based on market changes, resulting in improved performance and reduced risk.

AutomationPython (Programming Language)Analytical SkillsCryptocurrency TradingPandas (Software)Data Analysis