Muskurahat & nonprofits
Applicant rating, a fundraising bot and outreach automation for a nonprofit's internships.
Rates internship applicant quality by embedding their free-text responses and comparing them against a labelled training set using cosine similarity.
- Training set of 1,240 labelled responses, embedded with a local DeepSeek model through Ollama
- Accuracy: about 89% match
- Profanity detection with flexible regex that catches spaced and symbol-broken spellings in English and Hindi: 47 responses flagged
- Results go back into the team's sheet for review
NLP system that rates internship applicant quality by embedding their free-text responses and comparing against a training set using cosine similarity.
"I'm deeply passionate about social impact and want to apply my skills to help underserved communities through education."
HIGH"This internship aligns with my career goals in nonprofit management. I have prior experience at two NGOs."
HIGH"idk my friend told me about it seems cool i guess"
LOW"Need internship certificate for college. Any work is fine."
LOWA Discord bot that runs the crowdfunding leaderboard for Muskurahat's fundraising interns from Google Sheets, giving out milestone roles that unlock perks as each intern's total grows.
- 4-tier milestone roles: Gold (₹30K+ raised), Silver (₹15K+), Bronze (₹5K+), Newbie (₹2K+), each unlocking intern perks
- Auto-assigns the Verified role on registration
- Google Sheets sync for the live leaderboard data
Contact and template automation on WATI for the foundation's WhatsApp outreach.
- Fetches contacts in bulk, filters them by tag and exports them
- Manages the message template library
- Sends templates straight from Google Sheets through Apps Script
Sheet automations for the internship team, run from buttons in the sheet: call logs, data updates, invite emails, ranks and contact saving.
- Invite emails with dynamic content and colour-coded status
- Rank updates and new-entry handling across the master sheet
- Call logging and contact saving for the coordinators
Desktop automation that sends the foundation's internship invitation to shortlisted applicants on Internshala.
- Finds and clicks the invite button by matching it on screen
- Pastes the standard invitation message for each applicant
The end-to-end operating procedure for a fundraising internship, drawn as FigJam diagrams: lead, consent, dashboard, orientation, weekly cycles and certificate.
- Six versions, colour-coded by actor: coordinator one-tap actions, intern steps, platform automation and waiting states
- A day-by-day onboarding funnel with follow-ups at the known drop-off points
- Specified the automation layer: unique attendance links, automatic absentee messages and inactivity rules
A master build reference for a fundraising-intern dashboard that pulls five source documents into one, showing every disagreement side by side instead of choosing for the team.
- Master build reference, onboarding draft and two landing page specs
- Written in HTML and converted to Word and PDF by a script