Pradhumn Goyal

AI Researcher

Ajmer, Rajasthan, India4 yrs experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in Quantitative Research and Algorithmic Trading.
Proven track record in deploying machine learning models.
Strong background in data science and statistical modeling.

Stackforce AI infers this person is a Fintech and AI specialist with strong quantitative and data science skills.

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Skills

Core Skills

Quantitative ResearchAlgorithmic TradingData ScienceQuantitative FinanceStatistical ModelingOptimizationBig DataData AnalysisArtificial Intelligence (ai)Deep LearningError Analysis

Other Skills

AWSCC++CloudConvolutional Neural Networks (CNN)Data AnalyticsData MiningDeploymentMachine LearningMathematical ModelingNLPNatural Language Processing (NLP)Neural NetworksNon Linear OptimizationPython (Programming Language)

Experience

Algoedge

Quantitative Researcher

Jul 2025 – Oct 2025 · 3 mos · Gurugram, Haryana, India · On-site

Developed option selling strategy based on OI buildup patterns with good risk-adjusted returns. Developed momentum breakout strategy for non-FnO equities in Indian market. Designed a rolling portfolio optimization framework to allocate capital to strategies based on their recent performance and desired risk profile. Working on HMM model for regime classification. Working on long-short equity strategy based on momentum and mean reversion of idiosyncratic returns.

Quantitative ResearchAlgorithmic TradingMachine Learning

Nx block trades pvt ltd

2 roles

Quantitative Researcher

Nov 2024 – Apr 2025 · 5 mos · Noida, Uttar Pradesh, India · On-site

Developed and deployed an options selling strategy in Indian market with a strong risk-adjusted return profile. Designed and built the trading engine using a microservices architecture with Redis, and integrated broker APIs to enable seamless live execution and monitoring.

Data Scientist

Nov 2023 – Oct 2024 · 11 mos · Noida, Uttar Pradesh, India · On-site

Developed features from price, volume, and derivatives data to support existing trading strategies, improving their performance. Implemented research papers and state-of-the-art models in finance domain, leveraged ML for data mining and alpha discovery.

Quantitative FinanceData ScienceData MiningStatistics

Accenture in india

2 roles

Data Science Consultant

Jun 2022 – Jun 2023 · 1 yr

Mathematical ModelingOptimizationStatistical Modeling

Data Science Analyst

Sep 2020 – Jun 2022 · 1 yr 9 mos

Solved critical business problems for multiple clients in the FMCG segment over 2 years, like estimating ROI of promotions, planning optimal pricing and promotion strategy, identifying essential and non-essential products in assortment etc.
Mostly used statistical machine learning algorithms like UCM & Mixed-Effect Models or Random Forests with Shapley as explainability is the most important requirement. Deployed the solutions to production in AWS (prominently, but also worked on other cloud platforms) for complete client portfolios.

Big DataNon Linear OptimizationAWSTime Series AnalysisData Analysis

Busigence

Artificial Intelligence Engineer

May 2019 – Jul 2019 · 2 mos · Greater Bengaluru Area

Created an intelligent system to evaluate quality of customer care calls and report performance of customer care executives. Processed call data to create metrics on executives behaviour to add information to their KPIs.
To achieve this, I independently created an audio data processing pipeline, deep learning models and nlp models.

Deep LearningNatural Language Processing (NLP)Python (Programming Language)OptimizationArtificial Intelligence (AI)

Indian institute of technology, kharagpur

AI Researcher

Jul 2018 – Apr 2019 · 9 mos · Kharagpur I, India

Urban Sound Classification is a relatively unexplored field. Applied R-CNN with Attention to identify urban noises from sound excerpts and classify them into 5 categories.

Deep LearningTensorFlowPython (Programming Language)OptimizationError Analysis