Sravankumar A

AI Researcher

Abu Dhabi, United Arab Emirates14 yrs 11 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

14+ years of AI and Data Science leadership experience
Proven track record in delivering scalable AI solutions
Expertise in aligning AI strategy with business goals

Stackforce AI infers this person is a Data Science and AI expert with a focus on Education and Manufacturing sectors.

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Skills

Core Skills

Machine LearningAi StrategyNatural Language Processing (nlp)Data AnalysisPredictive ModelingTime Series AnalysisForecasting

Other Skills

Generative AITeam ManagementDeep LearningRPythonSASExcel-VBAStatistical ModelingMicrosoft ExcelVBAData MiningBusiness AnalysisMicrosoft OfficeCMatlab

About

Seasoned AI and Data Science leader with 14+ years of experience designing and deploying transformative AI solutions across industries including government, education, energy, and supply chain. Proven track record in leading high-impact teams, aligning AI strategy with business goals, and delivering scalable, production-grade products using Advanced Analytics, Machine Learning, Deep Learning, Natural Language Processing (NLP), and Generative AI. Recognized for driving digital transformation through innovation, stakeholder collaboration, and data-driven decision-making.

Experience

14 yrs 11 mos

Total Experience

2 yrs 11 mos

Average Tenure

8 yrs 7 mos

Current Experience

Saal.ai

3 roles

Principal Data Scientist

Promoted

Nov 2020 – Present · 5 yrs 6 mos · On-site

Led AI & Data Science Team delivering ML solutions that contributed to multi-million AED product revenues and enterprise impact.
Influenced AI Strategy at C-level, aligning ML innovation with business priorities and ensuring measurable ROI.
Created AI-driven LMS Framework to identify at-risk students, enabling early interventions and improving engagement and outcomes.
Led the development of an LLM-powered insights generator that automates KPI analysis and dashboarding, enabling instant decision-making without coding.

Generative AIMachine LearningNatural Language Processing (NLP)Data AnalysisTeam ManagementAI Strategy

Senior Data Scientist

Nov 2018 – Oct 2020 · 1 yr 11 mos · On-site

Designed and developed Price Forecasting Engine integrating classical and deep learning methods for accurate market predictions.
Developed Competency Framework using Self-Organizing Maps for role matching and personalized upskilling recommendations.
Published ISWC 2019 Paper on Knowledge Graph-Based Bloodstock Prediction, enhancing horse racing predictions using pedigree and performance data.

Machine LearningDeep LearningData AnalysisRPython

Data Scientist

Aug 2017 – Oct 2018 · 1 yr 2 mos · On-site

Built Smart City Analytics Engine to assess neighborhood quality, agency efficiency, and inspection scores for urban improvement.
Reduced Patient No-Shows by 50% using predictive models based on demographics and consultation data, improving clinic efficiency.

Predictive ModelingData AnalysisMachine Learning

Aera technology

Data Scientist

Jan 2016 – Aug 2017 · 1 yr 7 mos · Pune Area, India · On-site

Delivered price forecasting and supplier delay models for large U.S. manufacturing clients, improving forecast accuracy and reducing costs.
Engineered batch quality prediction models using ML and deep learning, enhancing production consistency.
Integrated macroeconomic data with ML pipelines to improve forecast precision across supply chain use cases.

Machine LearningData AnalysisPredictive Modeling

Tiger analytics

2 roles

Data Scientist

Promoted

Jul 2014 – Dec 2015 · 1 yr 5 mos · On-site

Built and operationalized time series (ETS, ARIMA/X) and machine learning models (regularized, tree-based) to forecast cycle times across 60+ market segments with ~5% error.
Automated forecasting workflows using SAS Forecast Studio, delivering consistent monthly predictions to support strategic planning.
Developed an Excel-VBA based Test-Control Tool to analyze marketing campaign effectiveness through automated statistical testing and visualization.

Time Series AnalysisMachine LearningSAS

Senior Analyst

Mar 2013 – Jun 2014 · 1 yr 3 mos · On-site

- Designed and deployed a production-grade forecasting engine using SAS (Survival & Regression) and Excel-VBA for a U.S. railcar company, achieving very good accuracy in maintenance cost estimates.

SASExcel-VBAForecasting

Perceptive analytics

Business Analyst

May 2012 – Mar 2013 · 10 mos · Hyderabad Area, India · On-site

Developed dashboards and predictive models in R and Excel VBA, enabling data-driven insights for marketing and operations.
Automated data processing workflows using macros, streamlining reporting efficiency and accuracy.

RExcel VBAData Analysis