Pranav Krishna

Co-Founder

Kanpur, Uttar Pradesh, India0 mo experience

AI EnabledAI ML Practitioner

Key Highlights

Developed advanced machine learning models for finance.
Led educational initiatives in quantitative finance.
Contributed to AI research with industry-leading techniques.

Stackforce AI infers this person is a Fintech and AI specialist with strong quantitative research capabilities.

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Skills

Core Skills

Quantitative ResearchMachine LearningQuantitative FinanceAlgorithmic TradingComputer VisionAlgorithm DevelopmentNatural Language Processing

Other Skills

Neural NetworksDeep LearningTransformersTime Series AnalysisTensorFlowReinforcement LearningArtificial Intelligence (AI)Machine Learning AlgorithmsData EngineeringPyTorchProbabilityPython (Programming Language)Market MicrostructureData ScienceAnalytical Skills

About

IITK '27

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Hooman labs

Founder’s Office: Product & Engineering

Dec 2025 – Jan 2026 · 1 mo · Bengaluru · On-site

Continuous learning for voice AI agents
Evaluation platform using LLM-as-judges

Zepto

Incoming Data Scientist

Aug 2025 – Present · 10 mos

summer 2026

Rozreturns

Quantitative Research Intern

Aug 2024 – Apr 2025 · 8 mos

PCA guided feature selection pipeline with custom variance-efficiency metric using information theory
Volatility and market microstructure feature engineering to cluster price dynamics and identify regime-specific behavior
Custom multi-objective loss function in PyTorch, boosting PnL for over 60% of models

Neural NetworksDeep LearningTransformersTime Series AnalysisTensorFlowAlgorithmic Trading+13

Finance and analytics club, iitk

Secretary

Jun 2024 – Apr 2025 · 10 mos

Mentored 40+ undergraduate students in quantitative finance and algorithmic trading
Organized 5+ educational sessions and onboarded event sponsors for campus community
Published detailed analysis on the impact of Foreign Institutional Investors (FIIs) on Asian markets

BacktestingNeural NetworksDeep LearningQuantitative AnalyticsDerivatives TradingValuation+20

Georgia tech financial services innovation lab

Research Assistant

May 2024 – Sep 2024 · 4 mos · Remote

Contributed to research on economic entity recognition and co-created annotation guidelines for named entity dataset
Benchmarked Transformer based Named Entity Recognition (T-NER) models including RoBERTa, BERT, and FinBERT
Implemented a RAG pipeline to benchmark LLMs and developed Relational Extraction models

Neural NetworksGenerative AITransformersNeuro-Linguistic Programming (NLP)TensorFlowLarge Language Models (LLM)+6

Era iitk

Technical Team Member

Mar 2024 – Apr 2025 · 1 yr 1 mo · On-site

1st Indian team to qualify for RoboCup MSL'25
Fixed bugs affecting stability and convergence in gradient descent-based localization approach
Implemented localization methods using OpenCV downhill solver, Hough Transform, and convolution techniques

Neural NetworksC++LinuxStatisticsComputer VisionPython (Programming Language)+2