PERSONNEL FILE01 / 02
SUBJECT // VISUAL IDENTIFICATION
SUBJECT // VISUAL RECORD
SUBJECT
SUYASHJAIN
| Subject: | JAIN, Suyash | Codename: | PHANTOM-7 |
| Status: | ACTIVE | Classification: | TS/SCI |
| DOB: | ██/██/2005 | Nationality: | Indian |
| Location: | ████████, TN, India | Affiliation: | SRM Institute of Science and Technology |
| Role: | CS Undergraduate (Y3) / Network Security Specialist | Contact: | hi@suyashja.in |
Credentials
AUG 2023 — MAY 2027 // TAMIL NADU, INDIA
B.Tech Computer Science
SRM Institute of Science and Technology — CGPA 7.83
FIELD REPORT // OPERATIONAL RECORD02 / 02
I. Summary
Data engineer, final-year CS undergraduate. Shipped ETL pipelines in production at a venture-backed startup, and builds network systems that observe and steer their own traffic. Current focus is where those meet: kernel-level telemetry feeding machine learning that makes routing decisions on live networks.
Working method: verify by direct observation. Packet captures, container logs and CLI output before documentation. Everything below has a source link or a verifiable badge — read the code rather than this summary.
II. Operational History
MAR 2025 — MAY 2025 // SAN FRANCISCO, REMOTE
Data Engineer Intern — Taiyo.ai
- Built and deployed ETL pipelines in Python, Pandas and Elasticsearch, loading structured and semi-structured data from project listings and API sources.
- Rebuilt existing pipelines for modularity and lower latency, adding error-handling that kept delivery consistent when upstream sources failed.
- Wrote scrapers in BeautifulSoup using rotating user agents, dynamic session management and retry logic to survive blocking.
- Scheduled the whole thing as containerised workflows on Docker and Kubernetes CronJobs, running unattended in production.
III. Field Operations
JAN 2026
ML-Driven Adaptive Traffic Management in SDN [SOURCE]
- Software-defined network on Mininet, Open vSwitch and Faucet that enforces QoS dynamically across multi-path enterprise topologies.
- Kernel-level deep packet inspection via custom eBPF programs, extracting TLS SNI headers at wire speed with no user-space copy.
- Random Forest classifier at 98% accuracy over eBPF telemetry and Scapy flow features, categorising live traffic without manual rules.
- Python policy orchestrator that bypasses static routing — issues
ovs-ofctlto reconfigure HTB queues and reroutes mission-critical packets on predicted congestion, before it degrades throughput.
Stack: eBPF, Mininet, Open vSwitch, Faucet, OpenFlow, Scapy, scikit-learn, Python
JUN 2025 // 1ST PRIZE — POLKADOT ASSETHUB HACKATHON
- Backend on Convex handling real-time battle state and NFT synchronisation across multiple chains.
- Solidity contracts for turn-based NFT combat on PolkaVM — damage calculation and battle state on-chain.
- Integration layer binding Polkadot AssetHub NFT ownership to Ethereum-compatible contracts through ethers.js.
Stack: Next.js, TypeScript, Convex, Solidity, Polkadot API, Ethers.js, PolkaVM
IV. Technical Capabilities
Networking & Infrastructure
- • eBPF, OpenFlow, QoS
- • Mininet, Open vSwitch, Faucet
- • Scapy, Wireshark, TCP/IP
- • CCNA (in progress)
Data Engineering
- • ETL pipelines — Python, Pandas
- • Elasticsearch, web scraping
- • Docker, Kubernetes CronJobs
Languages
- • Python, C/C++, Java
- • TypeScript, SQL
- • Solidity, Bash
Data Stores
- • PostgreSQL, MongoDB, Redis
- • Elasticsearch
- • Cloudflare R2
Tools & DevOps
- • Git, Docker, Kubernetes
- • HTTP Toolkit, Postman
- • Cloudflare Workers
Systems
- • Debian, Arch Linux
- • Windows
V. Competitive Record
- Polkadot Assethub Hackathon 2025 — 1st place, $1,500. Cleared the online round; organised by Edgetributor SubDAO and MontaQ Labs.
- HackathonX CTF 2024 — 1st of 150 teams, National Cyber Security Research Council at IIT Madras. Network exploitation, packet analysis, system vulnerabilities.
- Fetch.ai Hackfest, Dec 2023 — reached the final round at IIT Bombay.
VI. Current Objective
Seeking: Data Engineering / Platform
Available: JUN 2027
Open to data engineering, platform and network infrastructure roles — on-site in India or remote. Graduating May 2027. Reachable at the addresses below; source code for everything above is linked inline.
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