suryanshi@macbook ~ % ./whoami.sh
Suryanshi Singh
role→Business Development Executive @ Unison Flow
focus→product · business analytics · consulting
education→B.Tech CSE (Data Science) — Manipal University Jaipur
stack→Python · SQL · Power BI · Excel · AWS
wins→Top 100 AWS Hackathon · Rank 330 Amazon ML · Kagglethon Runner-Up
status→● open to opportunities
suryanshi@macbook ~ %
suryanshi@macbook ~ % ls ~/projects --details
VenturePulse
5,956 startups · 7 analytical queriesStartup intelligence from 5,956 YC companies
problem → Raw startup data is noisy — investors and analysts can't read momentum from spreadsheets.
approach → End-to-end ETL pipeline into a SQLite warehouse, 7 analytical SQL queries with window functions (LAG, ROW_NUMBER) for YoY industry growth and team-size analysis.
outcome → Interactive Streamlit dashboard with KPI cards and filterable trend charts — momentum signals readable by non-technical stakeholders.
MLFoundry
50 trials vs 1,000+ · 4 modelsExplainable AutoML from a single CSV upload
problem → Non-ML stakeholders can't trust model outputs they can't interpret — and tuning models manually doesn't scale.
approach → Managed end-to-end delivery: scoped requirements, coordinated phases, shipped with CI/CD. 4 ML models, Bayesian HPO (50 Optuna trials vs 1,000+ for grid search), SHAP explainability, 5-fold CV ranking.
outcome → Production-ready full-stack platform — upload a CSV, get ranked explainable models.
CodeLens
Top 100 / 10,000+ teamsAI architecture summaries for unfamiliar codebases
problem → Onboarding onto an unknown repository is slow — architecture knowledge lives in nobody's head.
approach → Cloud-native repository analysis on AWS Lambda, S3, and Bedrock — generates architecture summaries and documentation automatically.
outcome → Top 100 nationwide among 10,000+ teams — AWS AI for Bharat Hackathon.
suryanshi@macbook ~ % git log --oneline experience/
Business Development Executive · Unison Flow Pvt. Ltd.
Jul 2025 — Present- +Represent the company in client-facing meetings across 3+ ongoing institutional pilots — stakeholder communication and requirement gathering end-to-end.
- +Track delivery timelines and coordinate across product and engineering teams to maintain SLA adherence through weekly status reporting and dependency tracking.
Product Intern · Indian Army
Jun 2025 — Jul 2025- +Contributed to the redesign of a vehicle tracking system across 5+ distributed checkpoints — improved operational visibility, reduced manual reporting overhead.
- +Defined requirements with stakeholders, validated tracking accuracy, documented operational continuity workflows for low-connectivity environments.
National Executive Head & State Convener · INDGenius India
Jul 2025 — Present- +Led program operations for a Government of India initiative across multiple state-level events — scheduling, resource allocation, cross-chapter coordination for a 5,000+ student community.
- +Led state-level operations for 5+ events including stakeholder engagement and post-event reporting.
suryanshi@macbook ~ % cat skills.cfg
programming & data = Python, SQL, Pandas, NumPy
analytics = EDA, Data Cleaning, Data Visualization, KPI Tracking
tools & platforms = AWS, Power BI, Streamlit, Excel, Git, Notion
ai tooling = Claude, ChatGPT, Gemini, Workflow Automation
business & ops = Stakeholder Coordination, Requirement Gathering, Process Documentation
suryanshi@macbook ~ % cat achievements.log
- ★Top 100 — AWS AI for Bharat Hackathon — 10,000+ competing teams (CodeLens)
- ★Rank 330 — Amazon ML Challenge 2025 — out of 3,290+ competing teams nationwide
- ★1st Runner Up — Inter-College Kagglethon
- ✓Rank 250 — National AI Olympiad — Accenture
- ✓Selected — Google Build with AI Bootcamp
- ✓Open Source Contributor — RapidFuzz — merged PR, Python ecosystem