Shreya Arora

Co-Founder

Delhi, India6 yrs 7 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Led AI-driven education startup with 20k+ users.
Achieved 4.5x reduction in BERT inference time.
Boosted NPS by 30% in IT services.

Stackforce AI infers this person is a versatile professional in EdTech and AI/ML with strong leadership and operational skills.

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Skills

Core Skills

Growth StrategyOperational ExcellenceBert InferenceTeam LeadershipAi-powered SolutionsGtm StrategyCultural AnalysisHeuristic Search OptimizationApp Development

Other Skills

NPS improvementautomated testingcontent readinesscurriculum designfinancial analysisinnovation productivitymarketing campaignsmodel integrationpartnership developmentproduct designprompt engineeringself-attention mechanismuser experience

Experience

6 yrs 7 mos

Total Experience

1 yr 10 mos

Average Tenure

2 yrs 5 mos

Current Experience

Boston consulting group (bcg)

2 roles

Associate

Jan 2024 – Present · 2 yrs 5 mos · Delhi, India

Completed 2 projects in growth & diversification, operations & GTM
Devised comprehensive growth & diversification strategy for one of the largest global FMCG players
Evaluated financial viability by estimating state-wise market size & creating aspirational P&L within NOPBT guardrails
Optimized time-to-market by defining channel-wise distribution model & scalable GTM strategy basis peer benchmarks
Assessed brand-fit for new proposition basis pan-India equity, brand role, scalability, and proposition alignment
Ensured operational excellence for US-based IT services provider by enhancing governance & accountability
Boosted NPS by 30% by streamlining CSAT process, enhancing survey design, analysis, & dissemination to drive insights
Proposed $200M growth avenues via 3-lever plan focused on portfolio expansion, commercial effectiveness & efficiency

growth strategyfinancial analysisGTM strategyoperational excellenceNPS improvement

Associate Intern

Jun 2022 – Jul 2022 · 1 mo · Mumbai, Maharashtra, India

Defined GTM strategy for leading Indian pharma player
Devised & implemented process to ensure content readiness on a knowledge platform with 6k+ healthcare professionals
Curated marketing campaigns with key collaterals to boost product ratings by addressing targeted feedback

GTM strategycontent readinessmarketing campaigns

Nus business school

Research Associate

Aug 2021 – Jan 2022 · 5 mos

Enhancing Productivity of Innovations across Cultures for SE Asia
Designed study for 500+ startups to analyze cultural impact on team innovation in Asia for cross-cultural theory of innovation

cultural analysisinnovation productivity

Ibm

Research Associate

May 2021 – Aug 2024 · 3 yrs 3 mos · Delhi, India

Acceleration of BERT inference via progressive word-vector elimination
Analyzed redundancies with self-attention mechanism leading to diffusion of information with passage of word vectors
Devised a strategy for word vector elimination & subsequent insertion to minimize redundancy in self-attention mechanism
Implemented PoWER BERT Model to achieve 4.5x reduction in inference time with less than 1% reduction in accuracy
Integrated PoWER-BERT with models such as GPT3 & prompt engineering tasks, achieving improved compression rates
1 out of 2 students at IIT-Delhi selected for internship in May’21; Awarded A-grade in B-Tech thesis part-1 during Aug-Dec’22

BERT inferenceself-attention mechanismmodel integrationprompt engineering

Carnegie mellon university

Research Associate

May 2021 – Jul 2021 · 2 mos

Analysis of leverage strategies to outperform index funds
Executed heuristic search optimization & automated testing algorithm to recommend optimal partition size & leverage factor
Achieved a 60x reduction in execution time for over 1000+ testing combinations using DEAP & yfinance library in python

heuristic search optimizationautomated testing

Teach for india

Project Associate

Jul 2020 – Feb 2021 · 7 mos · Delhi, India · Hybrid

Initiative to serve under-resourced community of students
Led development of ‘Online Copy App’ using Flutter & Figma for tracking homework images submission for 250+ students
Conceptualized Math curriculum & pedagogy to improve learning outcomes for 1000+ students from 23% average to 55%
Received Letter of Recommendation from Project Manager at Teach For India for impeccable performance during internship

app developmentcurriculum design

Math-materate

Co-Founder

Nov 2019 – Dec 2023 · 4 yrs 1 mo · Delhi, India

Ed-tech start-up enhancing K-12 learning outcomes
Led a team of 6 employees and 200+ interns across 7 verticals for developing an AI-powered adaptive learning solution
Forged partnerships with 50+ leading schools & NGOs such as Teach For India & acquired a user base of 20k+ students
Conceptualized, designed & launched 3 different products and improved learning outcomes by 22% & achieved NPS of 96
Recognized by Singapore International Foundation as one the top 53 Young Social Entrepreneurs from 19 countries
Recognized among Top 10 IITian startups by Pan-IIT USA & Top 20 women-led startup by UNDP-NITI Aayog Consortium
Recognized among the Elite Top 200 startups globally by the ASU+GSV Summit

team leadershipAI-powered solutionspartnership developmentproduct designuser experience