Sweatha Hari

I'm a product-focused builder who ships, not just strategizes.

WHAT I'VE BUILT:

ResuMatch (resumatch-ats.vercel.app)

AI-powered job matching tool built from scratch. Identified the problem, defined requirements, built full product (Python backend, LLM integration, frontend), and deployed. 100+ active users. Improved conversion by 67% through user behavior analysis.

GymFlow Mentor (gymflowmentor.org)

AI fitness platform with 13+ REST API endpoints, zero critical bugs. Owned entire product lifecycle — strategy to deployment. Built independently, no team or playbook.

EXPERIENCE:

Product Analyst Extern — BeReal (2026 - Present)

Conducted competitive analysis of 8 products. Presented insights to stakeholders. Translated business needs into product specifications.

Business Analysis Trainee — Victoria Solutions, London (2025)

Led requirements elicitation for retail and tech clients. Created BPMN diagrams and process models. Delivered gap analysis reports improving operational efficiency. Recognized for analytical problem-solving.

Associate Analyst — EY (2022 - 2023)

Reduced defects by 40% through SQL-based analysis. Built analytical dashboards for decision-making. Coordinated UAT testing. Managed cross-functional communication with zero escalations.

Operations Lead — Compass Group UK (2023 - 2024)

Achieved 25% cost reduction across 30K+ users. Maintained zero SLA breaches. Directed 5+ cross-functional teams.

EDUCATION:

MSc Business Analysis and Finance (First Class) — University of Leicester, UK

B.Tech Software Engineering (First Class) — SRM Institute of Science and Technology

SKILLS:

- Technical: Python, SQL, JavaScript, REST APIs, Data Analysis, ETL

- Product: Requirements Gathering, User Research, Competitive Analysis, Roadmapping

- Tools: Jira, Figma, Notion, Excel, Postman, Git

WHAT MAKES ME DIFFERENT:

I'm Stage 4 AI-mature — I don't just use AI tools, I build them for others. Most people read about AI (Stage 1), use it to summarize (Stage 2), or apply it to their work (Stage 3). I build AI products that help others at scale.

LOOKING FOR:

- Product Manager / Associate Product Manager

- Business Analyst / Strategy & Operations

- Founder's Office / Chief of Staff

- Data Analyst / Data Engineer

I thrive in ambiguity, own problems end-to-end, and close loops without reminders. I want to work with founders on high-impact initiatives at companies that value builders.

Open to remote globally. Open to relocation (Dubai, UK, Singapore).