- AI Software Architecture Platform: ConstraintEngine [LIVE]
- Context management
- Product-aware rate limiting before LLM inference
- Semantic and textual AI-Agent input validation
- JWT-bcrypt based Authentication and Authorization
- Structured AI response management across app
- E-commerce app: Accommate [LIVE]
- Centralized Error handling
- Component & API testing
- Multi-stage Docker builds
- CI pipeline trigger on PR or main branch events
- Contiuous Deployment to AWS EC2
More Projects & Experiments...
-
CLI tool: Version Control tool: siya-cli
- Custom version control system
- Supports
init, add, commit, revert, pull, pushcommands - Uses AWS S3 bucket enabling pull and push commands
-
Locally running model: speech-to-text transcriber
- Local audio transcription using Faster-Whisper
- Microphone input control (pause/resume/send) through keyboard keys
- Lightweight simple transcription storage
- Hardware-aware model configuration
-
ML model: Heart Attack Risk Prediction
- Classification problem
- Evaluated Logistic Regression, Naive Bayes, KNN
- Hyperparameter tuning with GridSearchCV
- Achieved 93.3% precision
-
Chrome Extension: Clipboard Manager
- Enables storage and retrieval up to 10 copy histories
- Built using Javscript and Manifest V3
Tech Stack
<--- Full Stack --->
Language :
Frontend :
Backend :
Database :
Familiar with :
<--- AIML --->
Data analysis: 
Machine learning: 
Visualization:
Deep learning: 
LLM / AI engineering:
){kind=icon}
<--- Tools --->
Version Control : 
Deployment : 
Cloud : 
Open Source Contributions
Open for Opportunities Open to Backend Engineering and AI Full-Stack opportunities, particularly at early-stage companies where I can own features end-to-end. Resume