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Avneet Singh

Avneet Singh

Data Scientist

Optum Global Advantage | India

Technologies

My Portfolio Highlights

My New Course

Introduction to Python

My New Course

Introduction to Python

Analytical wordsmith, crafting stories with data as the pen and curiosity as the ink.

My Work

Take a look at my latest work.

course

Introduction to R

course

Introduction to Python

course

Intermediate Python

course

Introduction to R

DataCamp Course Completion

Take a look at all the courses Iโ€™ve completed on DataCamp.

Courses

Introduction to Python
Intermediate Python
Introduction to R
Data Manipulation with pandas

My Work Experience

Where I've interned and worked during my career.

UnitedHealth Group | Jul 2021 - Feb 2024

Associate Data Scientist

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 teams to conceptualize projects and build PoCs using LLMs ๐˜š๐˜ต๐˜ข๐˜ฌ๐˜ฆ๐˜ฉ๐˜ฐ๐˜ญ๐˜ฅ๐˜ฆ๐˜ณ ๐˜”๐˜ข๐˜ฏ๐˜ข๐˜จ๐˜ฆ๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต โ€ข Negotiated with the senior management to standardize model selection criteria, deployed 70% of models developed by the offshore team โ€ข Collaborated with US marketers to understand marketing challenges and implement 10+ analytics models, optimizing marketing spend ๐˜Š๐˜ถ๐˜ด๐˜ต๐˜ฐ๐˜ฎ๐˜ฆ๐˜ณ ๐˜ˆ๐˜ค๐˜ฒ๐˜ถ๐˜ช๐˜ด๐˜ช๐˜ต๐˜ช๐˜ฐ๐˜ฏ ๐˜Š๐˜ฐ๐˜ด๐˜ต ๐˜–๐˜ฑ๐˜ต๐˜ช๐˜ฎ๐˜ช๐˜ป๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ โ€ข Uncovered duplication errors in DM campaigns using machine learning and similarity algorithms, saving USD 7.4Mn โ€ข Optimized retirement policy marketing by developing precision customer targeting techniques, resulting in savings of ~USD 5Mn โ€ข Optimized omnichannel marketing mix by minimizing targeting overlaps across the product channel mix, unlocking ~USD 28Mn savings ๐˜Š๐˜ถ๐˜ด๐˜ต๐˜ฐ๐˜ฎ๐˜ฆ๐˜ณ ๐˜ˆ๐˜ค๐˜ฒ๐˜ถ๐˜ช๐˜ด๐˜ช๐˜ต๐˜ช๐˜ฐ๐˜ฏ ๐˜Š๐˜ฐ๐˜ด๐˜ต ๐˜–๐˜ฑ๐˜ต๐˜ช๐˜ฎ๐˜ช๐˜ป๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ โ€ข Uncovered duplication errors in DM campaigns using machine learning and similarity algorithms, saving USD 7.4Mn โ€ข Optimized retirement policy marketing by developing precision customer targeting techniques, resulting in savings of ~USD 5Mn โ€ข Optimized omnichannel marketing mix by minimizing targeting overlaps across the product channel mix, unlocking ~USD 28Mn savings ๐˜—๐˜ณ๐˜ฐ๐˜ค๐˜ฆ๐˜ด๐˜ด ๐˜Œ๐˜ฏ๐˜ฉ๐˜ข๐˜ฏ๐˜ค๐˜ฆ๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต๐˜ด โ€ข Optimized D2C Sales by implementing personalized recommendation systems, 2Xed the channelโ€™s share in overall sale โ€ข Led transition of model development process from on-prem to cloud, created optimization tools to save productivity of ~3FTEs annually โ€ข Automated MLOps practices, optimizing model lifecycle and maintenance, saving productivity equivalent to 2 FTEs โ€ข Developed a PoC to predict chronic disorder progression and probabilities, enabling proactive care and optimizing claims spending โ€ข Designed a PoC to reduce re-admissions/ frequent admissions in post-acute care, optimizing claims spending through reduced penalties
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Xceedance | Jul 2019 - Jul 2021

Risk Analyst

๐˜ˆ๐˜ถ๐˜ต๐˜ฐ๐˜ฎ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ ๐˜ข๐˜ฏ๐˜ฅ ๐˜—๐˜ณ๐˜ฐ๐˜ค๐˜ฆ๐˜ด๐˜ด ๐˜ช๐˜ฎ๐˜ฑ๐˜ณ๐˜ฐ๐˜ท๐˜ฆ๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต๐˜ด โ€ข Developed real-time dashboards to address inefficiencies in productivity tracking, resulting in a 30% improvement in team efficiency โ€ข Codified performance review process to capture delays in KPI reporting, reducing assessment process from 4 days efforts to 30 mins โ€ข Conceptualized and streamlined client reporting, automating risk reporting, and significantly improving efficiency and accuracy by 30% ๐˜‰๐˜ถ๐˜ด๐˜ช๐˜ฏ๐˜ฆ๐˜ด๐˜ด ๐˜‹๐˜ฆ๐˜ท๐˜ฆ๐˜ญ๐˜ฐ๐˜ฑ๐˜ฎ๐˜ฆ๐˜ฏ๐˜ต โ€ข Only Risk Analyst to lead direct client conversations with UK Underwriters, streamlining project deliverables with client expectations โ€ข Quantified data for insurance/reinsurance markets, leveraged risk assessment tools, influencing underwriting and pricing decisions

My Education

Take a look at my formal education

Masters in Business Administration in General ManagementIndian Institute of Management, Ahmedabad | 2025
Masters in Arts,ย EconomicsAmbedkar University, Delhi | 2019
B.A.(hons.),ย EconomicsDelhi University | 2017

About Me

Avneet Singh

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