Sahil Shimpi

Operations Associate

Urbana, Illinois, United States3 yrs 9 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • 3x Microsoft Certified in key analytics tools
  • Led 11 teams across multiple consulting projects
  • Developed AI-powered solutions for data insights
Stackforce AI infers this person is a Data Analytics and Business Intelligence professional with a focus on consulting and educational initiatives.

Contact

Skills

Core Skills

Data AnalyticsContent StrategyBusiness IntelligenceConsultingNatural Language ProcessingData StrategyCampaign Data AnalysisFundraising StrategyDigital AccessibilityProduct StrategyQuality AssuranceEvent ManagementCommunity EngagementMachine LearningMarketing

Other Skills

Student-focused CommunicationTechnical StrategyProject ScopingTool SelectionMentoringPythonPDFPlumberOpenAI APIsLucidchartFAISSSentenceTransformersMicrosoft ExcelSmartsheetSQLPredictive Analytics

About

I help teams figure out what to measure and how to build reports people actually use. If you've ever sat in a meeting where someone says, "We need a dashboard," and no one can explain what question it should answer, that's the problem I solve. I'm wrapping up my MS in Information Management at UIUC's iSchool this May. Right now, I'm the Senior Technology Consultant at BIG, a student consulting org where I oversee 11 teams across 6 projects, 5 clients, and 60 consultants. Engagements run 14 weeks each and cover activities such as BI requirements gathering, dashboard development, and data workflow redesigns. The technical scoping is usually the easy part. Getting stakeholders to trust a new process they didn't ask for? That's where the real consulting happens. I also lead marketing analytics and operations at SMMC, covering everything from Hootsuite performance tracking to ensuring outbound content stays on the right side of CFPB and FTC rules. 3x Microsoft Certified: Fabric Analytics Engineer, Power BI Data Analyst, Azure Fundamentals. Before Illinois, I finished a BE in Computer Engineering from Savitribai Phule Pune University in India (3.94 GPA). I'm looking for Data Analyst, Analytics Coordinator, or BI Analyst roles. If you're hiring, I'd welcome the opportunity to discuss.

Experience

3 yrs 9 mos
Total Experience
1 yr 3 mos
Average Tenure
1 yr 4 mos
Current Experience

University of illinois student money management center

Support Specialist - Financial Education and Data Analytics

Jul 2025Present · 10 mos · Urbana-Champaign Area · Hybrid

  • Supporting a data-driven financial education program by combining analytics, content strategy, and student-focused communication.
  • Analyzing program data to inform outreach strategy, content priorities, and future initiatives.
  • Translating findings into clear recommendations that support decision-making and program improvement.
  • Developing and refining educational content, including blog articles and self-paced course materials, based on research, policy updates, and analytical insights.
Data AnalyticsContent StrategyStudent-focused Communication

Business intelligence group (uiuc)

2 roles

Senior Technology Manager

May 2025Present · 1 yr · Champaign, Illinois, United States · Hybrid

  • Leading technical strategy, project scoping, and tool selection for data-driven consulting projects. Mentoring junior consultants while driving innovation across BI, analytics, and GenAI initiatives.
Technical StrategyProject ScopingTool SelectionMentoringBusiness IntelligenceConsulting

Consultant – Data Strategy & NLP

Jan 2025May 2025 · 4 mos · Champaign, Illinois, United States · Hybrid

  • Developed an AI-powered question-answering system to extract policy insights from 800+ pages of legal PDFs using Python, PDFPlumber, and OpenAI APIs.
  • Designed and documented a scalable 3-layer architecture (ETL, Vector DB, LLM Backend), enabling modular deployment and faster dev ramp-up for future teams.
  • Evaluated and recommended a hybrid RAG pipeline after testing FAISS, Elasticsearch, and SentenceTransformers, improving document retrieval accuracy by 34%.
  • Created technical diagrams in Lucidchart and collaborated with 5 cross-functional team members to align backend, NLP, and UI components.
PythonPDFPlumberOpenAI APIsLucidchartFAISSSentenceTransformers+2

University of illinois foundation

Campaign Data Analyst

May 2025Sep 2025 · 4 mos · Champaign, Illinois, United States · On-site

  • Programmed and executed 15+ fundraising campaigns in TED by configuring efforts, segments, seeds, exclusions, and export files for each campaign cycle.
  • Built and maintained campaign tracking workbooks in SmartSheet to coordinate timelines, segment approvals, and export schedules across the advancement team.
  • Segmented 100K+ donor records in Excel using giving history, affinity scores, and lapsed donor flags to improve targeting precision for annual fund appeals.
  • Explored Microsoft Fabric as a potential replacement for legacy data pulls, documenting feasibility findings and schema mapping for the analytics team.
  • Developed a donor reactivation model in R using logistic regression on 3 years of giving data to flag high probability lapsed donors for targeted outreach.
  • Ran SQL queries through SQL Bot to pull donor engagement data, validate segment counts, and reconcile export totals before each campaign launch.
Microsoft ExcelSmartsheetSQLPredictive AnalyticsMicrosoft Power BIMicrosoft Fabric+2

University of illinois system

Digital Accessibility Assistant

May 2025Jun 2025 · 1 mo · Urbana, Illinois, United States · Hybrid

  • Improved accessibility across 50+ PDF documents by remediating tags, reading order, and structure using Adobe Acrobat Pro DC.
  • Enhanced screen reader compatibility through manual tagging of headings, tables, lists, and images, validated via NVDA and JAWS.
  • Ensured logical reading and tab navigation across all files by editing the Tags and Order panes and applying consistent structural patterns.
  • Maintained a detailed QA checklist that captured document language, metadata, tagging accuracy, and screen reader output across files.
Adobe Acrobat Pro DCAccessibility TestingScreen Reader TestingDigital Accessibility

Hercule

BI & Product Strategy Associate

Aug 2023Jul 2024 · 11 mos · Remote

  • Accelerated client onboarding by 25% by redesigning 30+ product documentation templates using Microsoft Excel and PowerPoint for cross-functional usability.
  • Streamlined product-client alignment across 14+ major accounts by building a centralized mapping model in Excel to support internal sales and operations strategy.
  • Improved post-delivery traceability across 5 product lines by structuring 100+ control panel and PCB wiring records into SQL-queryable formats for easy retrieval.
  • Saved 6+ hours weekly for QA and production teams by digitizing manual test rig results and wiring validations using Excel-based logic frameworks and auto-fill tables.
  • Reduced troubleshooting time by 40% by implementing a standardized folder taxonomy and dashboard navigation guide in PowerPoint for internal technical files.
  • Benchmarked 8 key industrial controllers (AMF, Marine, Relay Units) through visual side-by-side Tableau-based comparison charts to support R&D prioritization.
  • Authored 5+ SOPs for project delivery and documentation using BI presentation templates modeled on Power BI dashboards for internal training use.
  • Identified and visualized 3 critical bottlenecks in delivery timelines using Excel-based Gantt-style tracking and stakeholder interviews.
Microsoft ExcelPowerPointSQLTableauBusiness IntelligenceProduct Strategy

Coriolis technologies pvt. ltd.

Member of Technical Staff - Intern

Jun 2022Aug 2022 · 2 mos · Pune, Maharashtra, India · Remote

  • Enhanced virtualization platform reliability by executing 100+ test cases for Colama and in-house hypervisor modules across Linux environments.
  • Reduced manual QA overhead by 60% by developing and maintaining Selenium-based automation scripts in Python for end-to-end regression tests.
  • Strengthened release quality for cloud workloads by validating compatibility and performance across multiple Linux distros on virtual machines.
  • Identified and documented 30+ bugs by designing negative test cases and edge condition validations for hypervisor behavior under load.
  • Collaborated with 4+ senior developers and QA engineers to streamline cross-team feedback cycles and prioritize critical test coverage areas.
PythonSeleniumLinux Testing & AutomationQuality Assurance

Stacknexus inc.

Machine Learning Intern

Dec 2021Jan 2022 · 1 mo · Remote

  • Generated actionable crop-detection insights on 5 K+ field images by developing YOLO‑based object detection models for automated identification of crop types.
  • Achieved ~90 % detection accuracy and 85 % classification accuracy on test datasets by training and fine-tuning YOLOv5 networks using labeled training data.
  • Reduced manual scouting time by 70 % by building an end‑to‑end pipeline that processed drone and satellite‑sourced imagery into actionable bounding box outputs.
  • Delivered the project with full documentation, model weight files (>200 MB), and inference scripts using Python and PyTorch.
  • Collaborated with a team of 3 peers to design training routines, run experiments, and validate outputs through repeated evaluation with confusion matrices and precision-recall curves.
YOLOv5 Object DetectionPyTorchComputer VisionMachine Learning

Codechef scoe chapter

2 roles

Events Lead

Aug 2021Jun 2022 · 10 mos

  • Led 18 chapter events, including 2 coding contests, 1 offline seminar, 5 speaker sessions, and 10+ webinars and coding marathons, boosting peer engagement across all academic years.
  • Increased community visibility by 3× during the cohort through consistently hosted programming challenges, content collaborations, and high-frequency virtual meetups.
  • Launched 3 new flagship initiatives: Community Member of the Month, Monthly Upsolving Sessions, and Problem-Solving Weeks, to reward participation and deepen skill development.
  • Helped grow the active competitive coding base from ~30 to 100+ students by introducing regular practice touchpoints and post-contest discussions.
  • Collaborated with 4+ co-leads and a volunteer team of 12 to manage event logistics, marketing workflows, and post-event analytics.
Event PlanningCommunity EngagementEvent Management

Executive Team Member

Nov 2020Jul 2021 · 8 mos

  • Reached 150+ students through technical webinars on programming fundamentals and competitive coding, helping peers kickstart their coding journey.
  • Contributed to 20+ social media campaigns by creating content for event promotions, coding tips, and peer spotlights on platforms like Instagram and Facebook.
  • Supported 80+ first-year students in navigating CodeChef’s contest platforms by hosting Q&A sessions and peer-led walkthroughs.
  • Shaped chapter strategy as the youngest founding member by assisting with event planning, student outreach, and member onboarding.
  • Built personal exposure to problem-solving techniques by attending internal contests and collaborating with senior coders in peer learning circles.
Technical Event PlanningPublic SpeakingCommunity Engagement

Internshala

Student Partner (ISP 20 Cohort)

Nov 2020Jan 2021 · 2 mos · Remote

  • Increased internship awareness across 500+ students by organizing promotions and peer outreach during ISP 20 at Sinhgad College of Engineering.
  • Drove a 3x rise in platform signups through social media campaigns, WhatsApp community engagement, and referral code distribution.
  • Helped students access free training resources by promoting Internshala’s e-learning offerings in programming, resume building, and communication skills.
  • Represented Internshala as the youngest active ISP in my batch, taking initiative on weekly task rollouts and content distribution.
  • Completed all assigned weekly goals and contributed feedback to improve the student partner onboarding and engagement experience.
Campus OutreachSocial Media CampaignsMarketing

Education

University of Illinois Urbana-Champaign

Master of Science - MS — Information Management

Aug 2024May 2026

Savitribai Phule Pune University

Bachelor of Engineering - BE — Computer Engineering with a Honours degree in Artificial Intelligence and Machine Learning

Aug 2019Jun 2023

Pace Junior Science College

Higher Secondary School Certificate (12th) — Science

Jul 2017Jun 2019

Maharashtra State Board of Secondary and Higher Secondary Education (MSBSHSE)

Secondary School Certificate (10th) — General Studies

May 2017Present

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