Anand Singh

AI Researcher

Bengaluru, Karnataka, India9 yrs 4 mos experience
Highly StableAI Enabled

Key Highlights

  • Led development of intelligent risk assessment systems.
  • Increased Total Addressable Market by 50% through risk models.
  • Established data science capabilities from the ground up.
Stackforce AI infers this person is a Data Science and Machine Learning expert in the Fintech sector.

Contact

LinkedIn

Skills

Core Skills

Ai StrategyCross-functional Team LeadershipData VisionCore MlRisk ModelingMlopsData StrategiesMachine LearningData SciencePythonData AnalysisData Visualization

Other Skills

Technology RoadmappingTeam MentoringTeam BuildingDistributed TrainingMetaflowSystems DesignResearch and Development (R&D)Data PipelineScikit-LearnDecision SciencesPython (Programming Language)Exploratory Data AnalysisBig Data AnalyticsStatistical ModelingComputer Science

Experience

9 yrs 4 mos
Total Experience
5 yrs
Average Tenure
4 yrs 4 mos
Current Experience

Nirvana insurance

4 roles

Staff Data Scientist / Machine Learning Engineer

Promoted

Jul 2024 – Present · 1 yr 9 mos · Bengaluru, Karnataka, India · Remote

  • Actively engaged in leading cross-functional teams to deliver intelligent risk assessment and pricing systems.
  • Mentoring data scientists and engineers to build solutions to keep best in class Loss Ratio.
  • Fostering collaborative learning through open communication, brainstorming, and technical knowledge sharing.
AI StrategyTechnology RoadmappingTeam MentoringCross-functional Team LeadershipTeam Building

Senior Data Scientist - II / Machine Learning Engineer

Jul 2023 – Jun 2024 · 11 mos · Bengaluru, Karnataka, India · Remote

  • Developed and customised multiple generations of risk score models, increasing Total Addressable Market (TAM) by 50%.
  • Implemented continuous monitoring systems to track feature and target drift and its impact.
  • Expanded into strategic leadership and mentorship.
  • Guided and delivered complex data projects like cancellations prediction and operation detection.
  • Collaborated with stakeholders to develop roadmaps based on impact, effort, and test coordination.
AI StrategyData VisionTeam MentoringDistributed TrainingPython

Senior Data Scientist - I / Machine Learning Engineer

Jul 2022 – Jun 2023 · 11 mos · Bengaluru, Karnataka, India · Remote

  • Devised and deployed first predictive models at Nirvana that improved loss ratio by 7% without impacting topline growth.
  • Led team-building by designing interview processes that clearly set expectations for Nirvana and offer candidates insight into their daily work experience.
Core MLMetaflowRisk ModelingSystems DesignResearch and Development (R&D)

Founding Data Scientist

Sep 2021 – Jun 2022 · 9 mos · Bengaluru, Karnataka, India · Remote

  • Instrumental in building data science capabilities from the ground up as the founding Data Scientist.
  • Crafted initial data strategy, leveraging a multi-pronged approach to develop the first-of-its-kind telematics-based risk score.
MLOpsData StrategiesData PipelineScikit-LearnPythonCore ML

Bidgely

3 roles

Data Scientist / Machine Learning Engineer

Promoted

Jan 2019 – Sep 2021 · 2 yrs 8 mos

  • Developed algorithm to disaggregate appliance level energy consumption data from whole house load.
  • Developed data-driven solutions to drive energy savings and load optimisation.
Decision SciencesPython (Programming Language)Exploratory Data AnalysisBig Data AnalyticsStatistical ModelingMachine Learning+12

Senior Data Analyst

Promoted

Jan 2018 – Dec 2018 · 11 mos

  • Participated in and led the productionization of multiple machine-learning algorithms.
  • Carried out end-to-end proof of concept for new clients.
  • Scaled automated regression solution to make the process extensive and easy to use.
  • Participated in and led codebase migration from Matlab to python3
Python (Programming Language)Computer ScienceMentoringSQLExploratory Data AnalysisDrift Analysis+8

Data Analyst

Jul 2016 – Dec 2017 · 1 yr 5 mos

  • Designed and developed metrics, reports, and analyses to indicate the performance of the existing machine learning algorithm.
  • Automated regression testing of data science pipeline thus establishing a process to minimize production issues.
Python (Programming Language)Exploratory Data AnalysisSQLData AnalysisQuantitative AnalyticsDrift Analysis+3

Education

PES University

Bachelor of Engineering (B.E.)

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