Ravali Kanaka Saran Talabathula

Associate Consultant

Greater Delhi, Delhi, India4 yrs 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Developed an automated Alpha Production System reducing manual intervention.
  • Created real-time sales forecasting dashboards for improved decision-making.
  • Designed multiple applications for trade and risk management.
Stackforce AI infers this person is a Fintech and SaaS professional with strong expertise in data science and software development.

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Skills

Core Skills

Quantitative ResearchAlgorithmic TradingData AnalysisTime Series ForecastingBack-end Web DevelopmentNlpBioprocess EngineeringBioprocessing

Other Skills

ARIMAAlpha TestingAnalytical SkillsApache SparkApplication Programming Interfaces (API)Azure DatabricksBERT (Language Model)BiotechnologyCC++Cascading Style Sheets (CSS)Chemical EngineeringComputational Fluid Dynamics (CFD)Computer ScienceData Pipelines

About

As a Software Development Engineer and Analyst at River Quant Research, I leverage my expertise in data science and software development to create innovative solutions for trade and risk management. I have developed an automated Alpha Production System (SNAP), which has significantly reduced manual intervention and optimized efficiency. I have also built scripts for rigorous alpha testing, including correlation analysis, z-score evaluation, and weight assessments. In addition to my work at River Quant Research, I have gained valuable experience as a Data Scientist at Loyalytics AI and a Data Science Intern at nference. At Loyalytics AI, I developed real-time sales forecasting dashboards using Plotly Dash & Azure Databricks, and worked on building data pipelines for sales forecasting on Azure Databricks. I am passionate about applying data science and software development to solve complex problems and create value for businesses.

Experience

4 yrs 6 mos
Total Experience
1 yr 2 mos
Average Tenure
1 yr 1 mo
Current Experience

Ey

Senior Consultant - Tech Consulting

Apr 2025Present · 1 yr 1 mo · Hyderabad, Telangana, India · Hybrid

Trade Execution StrategiesMathematicsDjango REST FrameworkPipeliningAlpha TestingQuantitative Research+28

River quant research

Software Developement Engineer and Analyst

Sep 2022May 2025 · 2 yrs 8 mos · Gurugram, Haryana, India · On-site

  • Trade & Risk:
  • Developed an automated Alpha Production System (SNAP - System for New Alphas Production),a
  • complex alphas production system ,reducing manual intervention and optimizing efficiency.
  • Built scripts for rigorous alpha testing, including correlation analysis, z-score evaluation & weight assessments.
  • Developed Multi-page App for Alpha Position Analysis, PNL stats, Slippage Analysis, and Decommissioned Alphas.
  • ART-App (Alpha Research Toolkit): An interactive app for researchers to analyze backtest & production alphas,pnl performance, positions, sector-wise analysis, and max weights.
  • Developed Strategy Research Environment App, featuring Strategy analysis, positions, weight, PNL, and allocation analysis on Alphas.
  • Developed Risk Management Analysis App: Real-time trade analysis, live PNL monitoring, and portfolio insights for better decision-making
  • Research:
  • Risk Factors Project: Defined risk factors, derived return & exposure series, enabling comprehensive Factor Exposure Analysis for alphas & portfolios.
  • Designed factor-building tools allowing researchers to create descriptors, check distribution stats, normality, and cross-sectional data, making backtesting and factors building more efficient
  • Operations/Execution/Data-Manager Projects:
  • Built systems for data pipelines that fetch data from Bloomberg and Refinitiv APIs for daily and historical data retrieval.
  • Enhanced trade simulator system, reducing run-time from 45 minutes to 10 minutes by optimizing intermediate steps, improving efficiency by over 75%.
  • Designed multiprocessing algorithms for high-performance execution with minimal idle time.
  • Developed trading strategies for executing trades and automated trading pipelines for efficiency.
  • Automated trade runners with jenkins pipelines for seamless model deployment and execution.Developed multiple scripts that eased trade execution and post-trade analysis, including trade reports via Slack, email reports, position and PNL reports.
Time Series ForecastingAzure DatabricksMathematicsARIMAUnsupervised LearningPython (Programming Language)+16

Loyalytics ai

Data Scientist

Mar 2022Aug 2022 · 5 mos · Bengaluru, Karnataka, India · Hybrid

  • Developed real-time sales forecasting dashboards using Plotly Dash & Azure Databricks.
  • Worked on building data pipelines for sales forecasting on Azure Databricks.
  • Integrated dynamic charts & interactive elements for transaction analysis
DjangoBack-End Web DevelopmentHTML5Cascading Style Sheets (CSS)JavaScript Libraries

Framebit® studios

2 roles

Software Engineer

Oct 2021Mar 2022 · 5 mos · New Delhi, Delhi, India · Remote

MathematicsDjango REST FrameworkDjangoUnsupervised LearningBERT (Language Model)Python (Programming Language)+15

Software Engineer

May 2020Apr 2021 · 11 mos · New Delhi, Delhi, India · Remote

Computational Fluid Dynamics (CFD)Heat TransferBioprocessingProblem SolvingChemical EngineeringPersistence+3

Nference

Data Science Intern

Mar 2021Aug 2021 · 5 mos · Bangalore Urban, Karnataka, India · Remote

  • Migrated Named Entity Recognition (NER) system from Django to Flask for scalable deployment.
  • Developed Python packages for NLP model preprocessing and classification.
Python (Programming Language)Django REST FrameworkDjangoJavaScript LibrariesReact.jsHTML+2

Crest biotech private limited

Bioprocess Engineer Intern

Apr 2014Jul 2014 · 3 mos · Noida, Uttar Pradesh, India · On-site

  • Desinged a bio-reactor prototype
Computational Fluid Dynamics (CFD)Heat TransferBioprocessingProblem SolvingChemical EngineeringPersistence+2

Education

Indian Institute of Technology, Delhi

Jan 2010Jan 2018

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