I’m a final-year Computer Science student focused on applied ML systems for security and geospatial intelligence.
My work centers on decision pipelines, not just models — reducing false positives, handling ambiguity, and designing systems that remain reliable under real-world constraints like latency, noise, and partial data.
I build research-grade prototypes that are production-aware and measurable.
- Applied ML for threat detection and anomaly identification
- CVE automation and OSINT pipelines using agent-based workflows
- GeoAI systems combining remote sensing and post-prediction verification
- Backend systems for low-latency, async decisioning
Also experienced with:
AsyncIO · REST APIs · ELK stack · Vector databases · LLM integration (RAG, agents) · PostgreSQL
github.com/mrvenom17/intel-patch
Multi-agent system that ingests CVE data, correlates exploitability signals, and assists patch prioritization.
- Agent-based architecture (Python)
- Offline-capable inference (local LLMs)
- Designed to reduce alert fatigue and manual triage
- Flask-based API with modular agents
github.com/mrvenom17/SIHP1743-Pre-Qualifiers-
Threat-surge detection system using NLP and time-series analysis over OSINT feeds.
- Early-warning detection via anomaly scoring
- Focus on signal validation, not keyword noise
- Built for research and prototyping use-cases
github.com/mrvenom17/Stock-Market-Prediction
Exploratory ML work using LSTM + technical indicators.
Included for ML fundamentals; not a production trading system.
| Area | Focus |
|---|---|
| Applied ML | Anomaly detection · NLP · embeddings · ensemble systems |
| Cybersecurity | CVE automation · OSINT · detection engineering |
| GeoAI | Remote sensing · post-prediction verification · crisis mapping |
| Systems | Async Python · APIs · modular pipelines · latency tradeoffs |
Hack-Proof Yourself
A practical cybersecurity guide focused on real-world threats, tooling, and mindset.
View publication
- Entry-level / junior roles in:
- Security engineering
- Applied ML / detection engineering
- GeoAI / spatial analytics
- Research-oriented internships or collaborations
- Open-source security and ML systems
- Email: alaysharma17@gmail.com
- LinkedIn: https://linkedin.com/in/alay-sh
- Portfolio: https://moonlit-klepon-30e315.netlify.app
- GitHub: https://github.com/mrvenom17
Systems over slogans.
Evidence over hype.
Tradeoffs over dogma.