Akashdeep Bhateja

Product Manager

Sri Muktsar Sahib, Punjab, India4 yrs 3 mos experience

Key Highlights

Published research on market regime prediction.
Built custom trading systems for improved execution.
Mentored students in data structures and algorithms.

Stackforce AI infers this person is a Fintech and Cybersecurity expert with strong quantitative analysis skills.

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Skills

Core Skills

Quantitative FinanceData EngineeringMachine LearningGraph Neural NetworksCybersecurityData ScienceQuantitative ResearchTrading

Other Skills

Analytical SkillsAnalyticsAsset ManagementAutomated TradingBacktestingC programmingCricketData AnalysisData AnalyticsData ProcessingDeep LearningFinanceFinancial AnalysisHindiIntellectually Curious

About

Hi, I am a senior undergraduate student at IIT Kanpur, majoring in Material Science and Engineering. My academic interest lies in Quantitative Finance, Statistics and Data Science. Have Something? Lets connect!

Experience

Wright research

2 roles

Quantitative Developer

Promoted

Jul 2023 – Oct 2025 · 2 yrs 3 mos · Mumbai, Maharashtra, India

Working in Research & Development with a focus on quantitative finance, data engineering, and algorithmic trading.
1. Published a research paper: "Predicting Market Regimes using Macroeconomic Data and Machine Learning", applying ML models to identify regime shifts in financial markets.
2. Built a custom Order Management System (OMS) for handling trade execution and client workflows with improved reliability and scalability.
3. Designed and maintained data pipelines to support research, backtesting, and production trading systems.
4. Currently working on the implementation of market impact models and optimal execution algorithms, aimed at minimizing slippage and improving execution efficiency.

Market RiskData ScienceAsset ManagementAnalytical SkillsQuantitative FinanceData Engineering

Quantitative Researcher

Jan 2023 – May 2023 · 4 mos

Worked on Predicting Market Regime using various macroeconomic indicators like GDP, Inflation rate, Interest rate etc.

Quantitative FinancePython (Programming Language)Machine LearningAnalytical SkillsFinancial Analysis

Algozenith

Mentor

May 2022 – May 2023 · 1 yr · Nagpur, Maharashtra

Mentoring students throughout their journey of Learning Data Structures and Algorithms to aid their preparation for Tech Interviews.

Siemens

Summer Intern

May 2022 – Jul 2022 · 2 mos

Use Neural Networks on the Power grid to solve load flow equations & explore graph similarity.
Worked on finding similarity between graphs using Graph Neural Networks
Implemented GraphSAGE to predict voltage magnitude and phase angle using node attributes
Achieved Mean Absolute Error of 0.7 on voltage and 0.8 on phase angle predictions

Data ProcessingGraph Neural NetworksPython (Programming Language)Machine LearningDeep LearningAnalytical Skills

Alpha alternatives

Quantitative Researcher

Oct 2021 – Apr 2022 · 6 mos

Developed Momentum-based trading strategies for Commodity markets focussed on Metals like Aluminium, Copper, Zinc, etc.
Designed and implemented mean-reverting trading strategies on commodity pairs using statistical arbitrage.
Identified trading opportunities by analyzing spread behavior and market inefficiencies.

SQLBacktestingQuantitative ResearchPython (Programming Language)Machine LearningAnalytical Skills+5

C3i hub

Undergraduate Research Fellow

Aug 2021 – Jul 2022 · 11 mos · Kanpur, Uttar Pradesh, India · On-site

Researched and deployed honeypots using DockerLamp to collect real-time attack logs.
Fetched and processed HTTP/HTTPS logs from multiple sources for threat analysis.
Applied NLP techniques, utilizing Word2Vec, Doc2Vec for log representation and feature extraction.
Built machine learning models to enhance cybersecurity threat classification.

CybersecuritySQLData AnalysisNetwork SecurityPython (Programming Language)Machine Learning+3