Nov 2024 – Apr 2025 · 5 mos · Genoa, Liguria, Italy · Remote

• Hired to build LABORO's AI-powered job matching and application system after they discovered Resume Matcher. Led AI engineering for a platform serving 10K+ active users, backed by a 330K+ Instagram community and featured in TechCrunch, Wired, Business Insider, and Vanity Fair.
• What I built:
• ・Architected job-resume matching algorithm using PGVector and BGE embeddings with both similarity search and custom ranking/scoring system
• ・Built end-to-end pipeline: indexed thousands of job listings, matched candidates to roles, generated tailored resumes and cover letters via LLM + template hybrid approach
• ・Scaled AI infrastructure to handle 10K+ active users submitting applications across multiple job platforms
• Tech Stack: Python, PGVector, BGE embeddings, LLMs, vector search, recommender systems
• Context:
• LABORO was the #1 Italian open-source Python project on GitHub (trending #1 globally twice) automating job search and application workflows.

May 2024 – Mar 2025 · 10 mos

• First and only DevRel hire for SWIRL, an open-source federated search engine built with Python/Django. Built the entire developer marketing function from scratch, reporting directly to the founder.
• The numbers:
• ・GitHub: 16 → 2,800+ stars (175x growth, hit Trending page)
• ・Website: ~300 visitors/month → 500K+/year
• ・Newsletter: 20 → 500+ subscribers
• ・Slack community: 20 → 300+ members
• ・YouTube: 0 → 5K+ views
• What I built:
• ・100+ technical blogs, tutorials, and documentation
• ・Video content, podcasts, and demo walkthroughs
• ・Full website rebuild: WordPress → Next.js/MDX/Tailwind (100 SEO score, 90+ Lighthouse performance)
• ・Community programs: Hacktoberfest 2023, webinars, Slack management
• ・Press coverage in KM World Magazine
• Tech: Python, Django (product); Next.js, MDX, Tailwind CSS (marketing site)

Aug 2023 – Apr 2024 · 8 mos

• ￭ Defined and executed the developer relations strategy for SWIRL's core open-source project, focusing on developer-centric resources.
• ￭ Created comprehensive documentation, implementation guides, and technical enablement materials to empower the developer community.
• ￭ Drove significant open-source adoption, resulting in 2.7K+ GitHub stars and 28K+ downloads for the project.

Apr 2022 – Sep 2022 · 5 mos · Remote

• Weaviate Open Source Community Mentor for Google Season of Docs.

Mar 2022 – Dec 2022 · 9 mos · Remote

• ￭ As a mentor for Google Summer of Code 2022, I provided guidance to three students associated with the open-source organization Weaviate, enabling them to navigate the project landscape and successfully complete their assignments.

Mar 2022 – Dec 2022 · 9 mos · Remote · Remote

• As a mentor for Google Summer of Code 2022, I provided guidance to three students from the open-source organization Weaviate, helping them navigate the project landscape and successfully complete their assignments.

Oct 2021 – Present · 4 yrs 7 mos

• ￭ Designed and developed the official Vector Podcast website, focusing on optimizing user engagement and content discovery features.
• ￭ Created compelling technical and marketing content, including written pieces and edited videos, tailored to the podcast's audience.
• ￭ Implemented SEO best practices and executed growth strategies that demonstrably increased website traffic and expanded the overall listener base.

Oct 2021 – Jun 2024 · 2 yrs 8 mos · New Delhi, Delhi, India · On-site

• Worked as a full-stack engineer on internal insurance platforms, but quickly took on tech lead responsibilities, running daily standups with AON's Head of Product, owning sprint planning, and being the go-to person for demos and client communication.
• What I shipped:
• ・6 applications (2 built from scratch, 4 major enhancements) used by ~500 internal users and AON customers
• ・Unified two separate portals into one platform, simplifying the entire insurance document lifecycle from policy creation and library endorsements to claims review and closure
• Tech: Angular, PrimeNG, NgRx, TypeScript, Java, Spring Boot, SQL, Jasmine/Karma
• Beyond code:
• ・Onboarded 7 new team members (created documentation, ran 1:1s, mapped system flows)
• ・Mentored 3 junior devs via pair programming
• ・Maintained 90% client satisfaction score throughout engagement

Sep 2021 – Apr 2023 · 1 yr 7 mos · Remote · Remote

• ￭ Spearheaded the organization and coordination of the remote Git Commit Show conference, attracting 3000+ attendees globally and managing collaboration between remote organizers and speakers.
• ￭ Fostered and grew an inclusive developer community to 5K+ members across Discord and GitHub by designing and implementing effective engagement strategies and hosting virtual events.
• ￭ Created technical workshops, documentation, and content focused on developer topics (like open-source contributions and development workflows) to drive community participation and engagement.
• ￭ Developed and executed strategies, including virtual networking events and targeted content, that demonstrably increased community engagement and fostered collaboration among developers.

Jan 2021 – Present · 5 yrs 4 mos

• I started Resume Matcher in 2020 because I was frustrated watching people pay $200/year for tools like JobScan and Rezi.ai when the core problem, optimizing resumes for ATS systems, could be solved with open-source software. Five years later, it's scaled to 100K+ clones and a 2,400-member Discord community.
• What I shipped:
• ・Full-stack rewrite (Dec 2025) migrating from a Python script to a production-grade app using Python, FastAPI, Next.js, Tailwind CSS, and LiteLLM
• ・100+ LLM provider support via LiteLLM, allowing users to bring their own API keys or run completely locally with Ollama (no data sent externally)
• ・PDF parsing (Markitdown), backend PDF generation (Playwright), and keyword optimization to ensure resumes pass ATS filters
• ・Master resume → tailored resume flow: users upload a base resume + job description, the tool generates an optimized version, then they edit in a built-in resume builder and download ATS-friendly PDFs
• Tech Stack: Python, FastAPI, Next.js, Tailwind CSS, GitKeep (DB), LiteLLM, Ollama, Playwright, Markitdown
• Beyond code:
• ・Managed 300+ issues/PRs using automation tools (Cubic for code review)
• ・Built product roadmap based on community feedback (e.g., local-first privacy with Ollama)
• ・Accepted into Vercel OSS Program 2025 for free hosting, infrastructure credits, and support
• ・Received emails from users worldwide (US, China, India) reporting successful job interviews after using the tool
• Philosophy: Resume Matcher is COSS (community open-source software)—free forever, with plans to sustain via sponsorships like Aerospace and Yazi, not paywalls.

May 2020 – Aug 2020 · 3 mos · Noida, Uttar Pradesh, India

• ✱ Worked collaboratively with a team of managers and developers to refine Machine Learning algorithms, improving the accuracy of the resume ranking system by 30%.
• ✱ Assisted in deploying the application to a cloud platform, ensuring continuous integration and delivery for efficient roll-out of updates and enhancements.
• ✱ Optimized application performance by implementing best coding practices and performing regular code reviews, resulting in a 20% increase in application responsiveness.
• ✱ Documented all stages of the project from ideation to deployment, facilitating a seamless handover to the full-time team and aiding in future developments.