🎯 I build secure, intelligent data systems and platforms that help people succeed
🚀 Founder of StudentSucceed - AI-powered career platform for university students
🧠 Creator of localmem - open-source, local-first memory for AI agents (MCP-native, Apache-2.0)
🔧 Active OSS contributor to AltimateAI/altimate-code
🎥 I also run vjsnapp.com, my photography & video passion
StudentSucceed - AI Career Platform
Full-stack SaaS platform helping university students find jobs, prepare for interviews, and manage their career journey. Solo-built from scratch - backend, frontend, data pipelines, infrastructure.
Highlights:
- 44x search optimization - Job search from 2.4s → 55ms via PostgreSQL TSVECTOR + query restructuring
- Async resume pipeline - 6.1s parse with Gemini structured output, non-blocking uploads
- Agentic data pipeline - Medallion architecture collecting from 7+ ATS providers (Ashby, Lever, Greenhouse, Adzuna, USAJobs, Muse, RemoteOK)
- Credit-based billing - Stripe integration with atomic credit transactions, tier-based access control
- Voice AI interviews - Real-time WebSocket interview practice with Deepgram + LLM scoring
- Full CI/CD - GitHub Actions for staging/production deploys, automated migrations
Stack: Python · FastAPI · Next.js · PostgreSQL · AWS ECS/Fargate · Stripe · Gemini · Deepgram
localmem - Open-Source Memory for AI Agents
The memory layer that follows you across every AI tool (Claude Code, Cursor, Cline, Windsurf, Claude Desktop). Open-source (Apache-2.0), local-first, and shipped as a single static Rust binary. Your memory is one plain-text file you own, with zero content telemetry.
Highlights:
- 75% on LongMemEval - a 500-question long-term-memory benchmark, via a two-stage hybrid retriever (BM25 + vector search, reranked by a local cross-encoder)
- Recomputable trust - an append-only event log is the source of truth;
localmem replayrebuilds every derived store from that one file - Bitemporal memory - answers "what did I believe on date X" and resolves conflicting facts by when they were true, not by ingest order
- Local intelligence - an async worker distills each memory into a typed knowledge graph with a local LLM, off the write path
- MCP-native - works with every MCP-compatible client; one-command install via
curlornpx
Stack: Rust · DuckDB · LanceDB · Tantivy · ONNX · MCP · TypeScript
Website · GitHub · npm
OSS Contributions - AltimateAI/altimate-code
Active contributor to Altimate's open-source data tool. 10 PRs (1 merged, 9 in review):
| PR | Description |
|---|---|
| #649 | feat: Databricks AI Gateway as LLM provider |
| #622 | feat: Native GitLab MR review integration ✅ merged |
| #621 | fix: Accept mcpServers as alias for mcp in config |
| #599 | fix: ClickHouse driver review findings |
| #597 | fix: URL-encode special characters in connection string passwords |
| #596 | fix: Pagination support for recap trace list |
| #550 | fix: Pass warehouse dialect to altimate-core tools |
| #548 | fix: Re-trace system prompt on agent switch |
| #547 | fix: Update remaining opencode references in CLI |
| #432 | fix: Migrate string interpolation to parameterized query binds |
Languages & Frameworks
Data & AI
Infrastructure
🚀 Founder & Full Stack Engineer - StudentSucceed (2024-Present)
Building an AI-powered career platform for university students. Solo architect of the entire stack - backend services, React frontend, data pipelines, cloud infrastructure, and billing.
🎓 Student Success Analyst - Bentley University (2024-Present)
Built FinAid dashboards, cohort models, and retention metrics. Led masking + access control of clinical & referral data.
☁️ Lead Data Engineer - Healthcare Cloud
Built scalable pipelines with GCP, PySpark, Airflow, BigQuery.
| Project | Description |
|---|---|
| 🧠 localmem | Open-source local-first memory for AI agents - MCP-native, Rust, 75% on LongMemEval |
| 🎓 StudentSucceed | AI career platform - jobs, interviews, resume parsing, credit billing |
| 🔧 altimate-code contributions | 10 PRs: Databricks provider, GitLab integration, SQL injection fixes |
| 🎬 filmtrends-fullstack | Lambda + S3 video intelligence app |
| 🧠 sqldatawarehouse | dbt-powered Snowflake warehouse |
| 🌐 AWS Data Engineering | End-to-end AWS data engineering project |
