Avneet Singh

A data-driven professional with over 4.5 years of experience driving strategic interventions in customer acquisition and process enhancements in Insurance and Health-tech. A self-driven, result-oriented individual with a strong sense of ownership and an entrepreneurial mindset.

Work Experience

Product Management Intern| Village Company | Gurugram, India

  • Worked in a fast-paced early-stage startup, collaborating directly with founders on understanding product-market mix, hiring, and vendor selection
  • Spearheaded the product design process, creating wireframes that aimed to enhance functionality and customer satisfaction
  • Revamped product categorization and website navigation, boosting user engagement and business performance by 63.2%
  • Orchestrated collaboration between marketing and design teams to align brand messages by creating best practices for designs and media

 

Associate Data Scientist | Optum Global Solutions (India) Private Limited | Noida, India

  • Part of the marketing analytics group, led a team of 4 to deliver solutions for precision marketing using AI and advanced analytics frameworks
  • Recognized for Excellent Collaboration for working in cross-functional & cross-border teams to conceptualize projects and build PoCs using LLMs
  • Negotiated with the senior management to standardize model selection criteria, deployed 70% of models developed by the offshore team
  • Collaborated with US marketers to understand marketing challenges and implement 10+ analytics models, optimizing marketing spend
  • Uncovered duplication errors in DM campaigns using machine learning and similarity algorithms, saving USD 7.4 million
  • Optimized retirement policy marketing by developing precision customer targeting techniques, resulting in savings of ~USD 5 million
  • Enabled unified marketing strategy by analyzing targeting overlaps across the product portfolio, unlocking savings of ~USD 28 million
  • Optimized D2C Sales by implementing personalized recommendation systems, 2Xed the channel’s share in overall sale
  • Led transition of the model development process from on-prem to cloud, created best practices and optimization tools, resulting in productivity gains of ~3FTEs
  • Automated MLOps practices, optimizing model lifecycle and maintenance, saving productivity equivalent to 2 FTEs
  • Developed a PoC to predict chronic disorder progression and probabilities, enabling proactive care and optimizing claims spending
  • Designed a PoC to reduce re-admissions/ frequent admissions in post-acute care, optimizing claims spending through reduced penalties
     

Risk Analyst | Xceedance Consulting India Private Limited | Gurgaon, India

  • Developed real-time dashboards to address inefficiencies in productivity tracking, resulting in a 30% improvement in team efficiency
  • Codified performance review process to capture delays in KPI reporting, reducing assessment process from 4 days efforts to 30 mins
  • Conceptualized and streamlined client reporting, automating risk reporting, significantly improving efficiency and accuracy by 30%
  • Only Risk Analyst to lead direct client conversations with UK Underwriters, streamlining project deliverables with client expectations
  • Quantified data for insurance/ reinsurance markets, leveraged risk assessment tools, influencing underwriting and pricing decisions
Accomplishments
  • Company Recognition: Recognized for Excellent Collaboration for working with cross-functional teams, to help conceptualizing the projects and building POCs using LLMs
  • Merit Scholarship: Awarded with merit scholarship, while doing MA Economics, for being in one of the top performers in class of 60
     
Education

Master of Arts in Economics, Ambedkar University, Delhi
Bachelor of Arts (Honors) in Economics, Shri Guru Tegh Bahadur Khalsa College, University of Delhi, Delhi
 

Certificates
  • Google UX Design Professional Certificate, Coursera
  • Big Data with PySpark, DataCamp
  • Microsoft Azure Data Scientist Associate Specialization, Coursera
  • Introduction to Data Science and NLP, AnalyticsVidhya
  • Data Scientist with R, DataCamp
Co/Extra-curricular
  • Core Member, TechX - PGPX Technology Club, IIMA (2024-25) - Managed programs, bridging the technical gaps among the cohort
  • Core Member, Treasury – PGPX – Managed the allocation of student activity budget
  • President, Ecotryst - Economics Society – hosted multiple industry connects and annual departmental fest, raised over ₹2,50,000 in sponsorship from various businesses
  • Volunteered for UMEED (2016-18) - Mentored ~50 children in government schools to improve linguistic skills and grades
  • A Cycling enthusiast clocked more than 4000 km across the streets of Delhi and Ahmedabadcompleting over ten 50+ KM rides
  • Owned a full-service restaurant, overseeing marketing and generating repeated customer orders, achieving 30% revenue growth
  • Ran a full-scale student accommodation, overseeing marketing and consumer experience, achieved a retention rate of 80%

     

Quick Look

  • Work Experience: 4.7 Years
  • Previous Roles

    Associate Data Scientist, Optum Global Solutions (India) Private Limited

    Risk Analyst, Xceedance Consulting India Private Limited

  • Function : Analytics & Data Science
  • Industry/Sector: BFSI
    Pharma/Healthcare/Life Sciences
    Technology
Work Experience

Product Management Intern| Village Company | Gurugram, India

  • Worked in a fast-paced early-stage startup, collaborating directly with founders on understanding product-market mix, hiring, and vendor selection
  • Spearheaded the product design process, creating wireframes that aimed to enhance functionality and customer satisfaction
  • Revamped product categorization and website navigation, boosting user engagement and business performance by 63.2%
  • Orchestrated collaboration between marketing and design teams to align brand messages by creating best practices for designs and media

 

Associate Data Scientist | Optum Global Solutions (India) Private Limited | Noida, India

  • Part of the marketing analytics group, led a team of 4 to deliver solutions for precision marketing using AI and advanced analytics frameworks
  • Recognized for Excellent Collaboration for working in cross-functional & cross-border teams to conceptualize projects and build PoCs using LLMs
  • Negotiated with the senior management to standardize model selection criteria, deployed 70% of models developed by the offshore team
  • Collaborated with US marketers to understand marketing challenges and implement 10+ analytics models, optimizing marketing spend
  • Uncovered duplication errors in DM campaigns using machine learning and similarity algorithms, saving USD 7.4 million
  • Optimized retirement policy marketing by developing precision customer targeting techniques, resulting in savings of ~USD 5 million
  • Enabled unified marketing strategy by analyzing targeting overlaps across the product portfolio, unlocking savings of ~USD 28 million
  • Optimized D2C Sales by implementing personalized recommendation systems, 2Xed the channel’s share in overall sale
  • Led transition of the model development process from on-prem to cloud, created best practices and optimization tools, resulting in productivity gains of ~3FTEs
  • Automated MLOps practices, optimizing model lifecycle and maintenance, saving productivity equivalent to 2 FTEs
  • Developed a PoC to predict chronic disorder progression and probabilities, enabling proactive care and optimizing claims spending
  • Designed a PoC to reduce re-admissions/ frequent admissions in post-acute care, optimizing claims spending through reduced penalties
     

Risk Analyst | Xceedance Consulting India Private Limited | Gurgaon, India

  • Developed real-time dashboards to address inefficiencies in productivity tracking, resulting in a 30% improvement in team efficiency
  • Codified performance review process to capture delays in KPI reporting, reducing assessment process from 4 days efforts to 30 mins
  • Conceptualized and streamlined client reporting, automating risk reporting, significantly improving efficiency and accuracy by 30%
  • Only Risk Analyst to lead direct client conversations with UK Underwriters, streamlining project deliverables with client expectations
  • Quantified data for insurance/ reinsurance markets, leveraged risk assessment tools, influencing underwriting and pricing decisions
Accomplishments
  • Company Recognition: Recognized for Excellent Collaboration for working with cross-functional teams, to help conceptualizing the projects and building POCs using LLMs
  • Merit Scholarship: Awarded with merit scholarship, while doing MA Economics, for being in one of the top performers in class of 60
     
Education

Master of Arts in Economics, Ambedkar University, Delhi
Bachelor of Arts (Honors) in Economics, Shri Guru Tegh Bahadur Khalsa College, University of Delhi, Delhi
 

Certificates
  • Google UX Design Professional Certificate, Coursera
  • Big Data with PySpark, DataCamp
  • Microsoft Azure Data Scientist Associate Specialization, Coursera
  • Introduction to Data Science and NLP, AnalyticsVidhya
  • Data Scientist with R, DataCamp
Co/Extra-curricular
  • Core Member, TechX - PGPX Technology Club, IIMA (2024-25) - Managed programs, bridging the technical gaps among the cohort
  • Core Member, Treasury – PGPX – Managed the allocation of student activity budget
  • President, Ecotryst - Economics Society – hosted multiple industry connects and annual departmental fest, raised over ₹2,50,000 in sponsorship from various businesses
  • Volunteered for UMEED (2016-18) - Mentored ~50 children in government schools to improve linguistic skills and grades
  • A Cycling enthusiast clocked more than 4000 km across the streets of Delhi and Ahmedabadcompleting over ten 50+ KM rides
  • Owned a full-service restaurant, overseeing marketing and generating repeated customer orders, achieving 30% revenue growth
  • Ran a full-scale student accommodation, overseeing marketing and consumer experience, achieved a retention rate of 80%