Sindhoora Prakash

Operations Associate

Amherst, Massachusetts, United States5 yrs 11 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Ph.D. candidate specializing in Operations Research and Data Science.
Experience optimizing healthcare processes and retail strategies.
Proficient in advanced data science techniques and programming.

Stackforce AI infers this person is a Data Science and Operations Research specialist in the Healthcare and Retail sectors.

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Skills

Core Skills

Operations ResearchData ScienceMachine Learning

Other Skills

Statistical LearningMixed Integer Linear ProgrammingPredictive AnalyticsSearch RelevanceSoftware DevelopmentAlgorithm DevelopmentSignal ProcessingPythonSearch Engine RankingStatisticsC++JavaElasticSearchSQLPySpark

About

I am passionate about operations research and data science, and dedicated to optimizing processes and facilitating informed decision-making. Currently pursuing a Ph.D. in Industrial Engineering & Operations Research at the University of Massachusetts, Amherst. 🔍 Expertise: - Operations Research: Mixed Integer Linear Programming (MILP), Markov Decision Processes, Queueing Systems, Simulation - Data Science: Regression, Clustering, Ensemble Models, Time Series Analysis, Latent Class Analysis, Neural Networks, Reinforcement Learning, A/B Testing - Languages & Tools: Python, AMPL, SQL, Tableau, Git 💼 Professional Highlights: - Collaborating with Camden Coalition on an NSF-funded project, applying operations research and statistical learning to optimize intervention delivery for patients with complex medical and social needs. - Contributed to machine learning and operations research initiatives at Tesco, focusing on optimizing product positioning in physical stores and pricing strategies in the retail domain. Let's connect to explore synergies in operations research and data science! #DataScience #OperationsResearch #PhD

Experience

University of massachusetts amherst

2 roles

Graduate Teaching Assistant

Feb 2024 – May 2024 · 3 mos · Amherst, Massachusetts, United States

MIE-522/622 Predictive Analytics and Statistical Learning

Graduate Research Assistant

Jan 2023 – Present · 3 yrs 2 mos · Amherst, Massachusetts, United States

Using Operations Research and Data Science to solve problems in healthcare and complex care management.

Operations ResearchData Science

Tesco bengaluru

3 roles

Data Scientist

Promoted

Dec 2020 – Jun 2022 · 1 yr 6 mos

Used Mixed Integer Linear Programming to solve problems in Space & Merchandising (Operations Research)

Mixed Integer Linear ProgrammingOperations Research

Associate Data Scientist

Promoted

Sep 2019 – Dec 2020 · 1 yr 3 mos

Worked on a predict-then-optimize solution for optimal markdown pricing of different products at stores. Mentored 2 interns working on time series forecasting models.

Predictive AnalyticsMachine Learning

Graduate Software Development Engineer

Jul 2018 – Aug 2019 · 1 yr 1 mo

Search Relevance engineer in the Search Science team; 6 features developed, 15 issues resolved, 1 intern mentored, participation in 2 tech talks.

Search RelevanceSoftware Development

Fourth frontier

R&D Intern

May 2017 – Jul 2017 · 2 mos · Bengaluru, Karnataka, India

Developed feature for wearable heart activity monitor to analyze physical and mental health of the user. Designed, developed and tested algorithms using Python scipy.signal in order to process signals from sensors such as ECG, accelerometer and PPG: low-pass & notch filtering techniques, Fourier transforms and detection of characteristic events. Designed data structure to hold information deduced from signal data to be implemented in the hardware.

Algorithm DevelopmentSignal Processing

Voxtron middle east

Student Intern

Dec 2016 – Dec 2016 · 0 mo · Dubai, Dubai, United Arab Emirates

Customization of Sage CRM using ASP.NET and Javascript.

Iit madras

Research Assistant Intern

May 2016 – Jun 2016 · 1 mo · Chennai, India

Received training for basics of linked data (semantic web) and SPARQL. Contributed to development of a web application that implements linked data principles for automatic quiz questions generation from domain ontologies.