Targeting Winter 2027 Co-op Placements · 🐦🔥 soumyapatel.dev
| Project | What It Is |
|---|---|
| MEDIQ | Hands-free patient records for operating rooms (🥈 2nd place, Hacktoberfest Hack Day): Clinicians pull up records, vitals and imaging by voice and hand gestures, so they never touch a screen. Speaker recognition runs on-device (WeSpeaker ONNX). My role (team project): MediaPipe gesture handling, voice handling, add-patient flow, prompting, bug fixing. TypeScript React 19 ONNX WASM MediaPipe Gemini API |
| GRYPH OS | Syllabus PDFs into calendars and Kanban boards: Built in 24 hours at GDG Hacks 3. Cut LLM token costs by 70% by parsing with RegEx/pypdf first and calling Gemini only as a fallback. My role (team of 2): planned every feature, built the frontend and visuals, and delivered the pitch. FastAPI React Docker MongoDB Gemini API |
| Legends Launcher | Desktop Game Client & Mod Engine: Automated Modrinth API synchronization with background dependency resolution, automated SHA-256 binary integrity validation, and custom process isolation.Electron Node.js REST APIs Discord RPC Security |
| DiscreteSolver | ML Combinatorics Engine: Classifies and solves complex discrete mathematics word problems using a Support Vector Classifier (SVC), custom RegEx tokenizers, and real-time client-side LaTeX formula rendering.Python Flask scikit-learn NLP LaTeX Docker |
| PYxSQL Engine | Relational Query & Auth Architecture: Automated CRUD pipeline enforcing 3NF schema constraints, parameterized queries for SQL injection prevention, and transactional ACID guarantees.Python MySQL PostgreSQL Database Design ACID |
| sleepy-accent | Low-Latency Speech Intelligence: Real-time microphone capture with hardware-aware Automatic Gain Control (AGC), offline Whisper transcription, and structured meeting recap synthesis.Python faster-whisper PyAudio DSP AsyncIO |
- Languages: Python, C / Systems, TypeScript, JavaScript, SQL (PostgreSQL, MySQL), HTML5/CSS3
- Backend & Systems: FastAPI, Flask, Node.js, Express, RESTful APIs, Linux / Bash
- Frontend Architecture: React (19), Tailwind CSS, Framer Motion, Responsive UI/UX
- Cloud & Infrastructure: Docker, Docker Compose, AWS (S3), Vercel, Git / GitHub Actions CI
- Databases & Storage: PostgreSQL, MySQL, MongoDB, Relational Schema Normalization (3NF), Query Optimization
- Applied Machine Learning & DSP: ONNX Runtime, MediaPipe, scikit-learn, NLP, faster-whisper, PyAudio, Pandas, NumPy
- Software Quality & Testing: PyTest, Unit Testing, SHA-256 Integrity Checks
- Neural Networks and Deep Learning — DeepLearning.AI (Algorithmic Vectorization, Backpropagation, Multi-Layer Perceptrons)
- Python with MySQL Database Systems — IIELIT Education (Database Normalization & Query Execution)
