Appu Madathil

Associate Consultant

Bengaluru, Karnataka, India11 yrs 6 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expertise in Statistics and Machine Learning.
Proven track record in Data Science and Analytics.
Led significant projects in finance and automotive sectors.

Stackforce AI infers this person is a Data Science expert with a focus on Finance and Automotive industries.

Contact

Skills

Core Skills

Data ScienceData AnalyticsBusiness IntelligenceData Analysis

Other Skills

AlteryxAnalyticsAnomaly DetectionArtificial Intelligence (AI)Automated Workflow DesignBusiness Intelligence (BI)Data VisualizationDeep LearningDeep learningDensity AnalysisMachine LearningMachine Learning AlgorithmsMarkov Chain ModelMathematical ModelingMathematical modelling

About

Quantitative analyst with expertise in Statistics/ML and Mathematics. Demonstrated expertise in Data Science

Experience

State street global advisors

Senior Associate Quantitative Researcher

Feb 2024 – Present · 2 yrs 1 mo · Bangalore Urban, Karnataka, India · On-site

Wells fargo

Senior Quantitative Analyst

Apr 2023 – Jun 2024 · 1 yr 2 mos · Bengaluru, Karnataka, India

Morgan stanley

Quantitative Research Strategist

Sep 2021 – Jun 2024 · 2 yrs 9 mos

Hft

Quantitative Analyst - High Frequency Trading(HFT)

Jul 2020 – Jun 2024 · 3 yrs 11 mos

Ford motor company

Data Scientist

May 2019 – Jul 2019 · 2 mos · Chennai Area, India

Identified key parameters and trends in the extended warranty business for Ford motors in the US Market and implemented the following anomaly detection algorithms to detect outliers in the vehicle insurance business.
 Principal component analysis and Density analysis algorithm LOF (Local Outlier Factor)
 Outlier Detection using Random walks (Markov Chain model)

Anomaly DetectionPrincipal Component AnalysisDensity AnalysisRandom WalksMarkov Chain ModelData Science+1

Chennai mathematical institute

Student

Aug 2018 – Jul 2020 · 1 yr 11 mos · Chennai Area, India

Goldman sachs

Associate

May 2013 – Apr 2017 · 3 yrs 11 mos · Bengaluru Area, India

Primarily worked on business intelligence, Data analysis and reporting. Member of the central business architecture team responsible for project delivery within Goldman Operations.
Key Achievements :
Project manager for firm wide implementation of Industry wide broker fee settlement and reconciliation platform, initiated by FIA Tech - ATLANTIS.
Conducted extensive testing, data analysis and simulation modeling to ensure smooth transition of data flow into the new platform
Analyzed legacy process workflows and devised new methods to improve ROI and reduce risk associated with manual processes.
Designed automated workflow to project fortnightly USD- funding requirements for Treasury Ops
Managed and implemented key tax regulatory changes(Service tax, SBC cess etc) in processing systems by performing extensive data analysis to identify a"ected payments and automate tax computa- tions to mitigate regulatory risk