Human-AI Systems
Building Sanshar Swarm to study assistant behavior, autonomy boundaries, source-grounded reasoning, peer review, and real-world interaction surfaces.
Resume
Frontier AI systems builder with AWS networking/security support experience, frontend implementation ability, and a self-directed prototype called Sanshar for studying event-driven agents, multimodal surfaces, proof loops, and human-in-the-loop autonomy.
Plano, TX · H-1B · open to relocation. I work at the intersection of cloud operations, network/security debugging, applied AI systems, and human-facing prototypes.
Building Sanshar Swarm to study assistant behavior, autonomy boundaries, source-grounded reasoning, peer review, and real-world interaction surfaces.
Manager-Agent-Verifier packets, source packets, expected-vs-observed metrics, read-back contracts, replay artifacts, and reason-coded failures.
AWS Support Engineer across VPC, Route 53, WAF, Shield, and Network Firewall, with packet/path reasoning and production constraints.
These are current self-directed projects, framed as prototypes and learning systems rather than production claims.
Event-driven multi-agent testbed using Discord surfaces, local machines, source packets, permission gates, verifier loops, and proof artifacts.
Runtime policy for choosing when to observe, probe, summarize, ask, act, escalate, reticket, or ignore noise.
Multimodal workflows around STT/language routing, image context, validated chess state, coach/judge loops, replay, and confidence scoring.
Public website with TLS, rate limiting, security headers, scanner hardening, request-gated repo access, and privacy-light counters.
Support customer cases across AWS networking and security services; translate ambiguous symptoms into packet/path hypotheses, DNS/routing/firewall checks, repeatable troubleshooting steps, and clear communication.
Personal frontier-AI prototypes including Sanshar Swarm, dynamic attention and zoom policy, multimodal surfaces, chess and vision AI, and proof-first agent workflows.
Supported hospital network operations across users, servers, wireless, endpoints, and infrastructure where uptime, privacy, change risk, and escalation clarity mattered.
Helped design and support networking/systems labs across routing, switching, firewalls, VMware, Windows Server, Unix/Linux, DHCP, DNS, Active Directory, backups, and recovery.
Designed and supported Wi-Fi, routing/switching, VPN/IPsec, Linux/web infrastructure, network security controls, and live broadcast systems with high uptime requirements.
University of New Haven, MS Computer Science, Cybersecurity & Networks, GPA 3.94/4.00. Kathmandu University, BE Electrical and Electronics Telecommunication.
AWS Certified Solutions Architect - Associate, Cisco Certified Specialist - Enterprise Core, CCNA, CompTIA Security+.
Agent workflows, eval design, prompt/workflow design, Python, JavaScript, HTML/CSS, shell, REST APIs, Git, JSON/JSONL event logs.
AWS, Linux, macOS, VMware, web servers, TLS, DNS, TCP/IP, IPv6, VPN, IPsec, GRE, VLAN, OSPF, BGP, WAF, Shield, Network Firewall, Wireshark, tcpdump.