ggml-org/llama.cpp#29143 · interviewstreet/hiring-agent#340 · golang/go#81613 · kubernetes-sigs/cluster-api#14451 · apple/pkl-go#285 · capitalone/datacompy#598 · moby/moby#54105
$ cat profile.txt (plain text, for screen readers and search)
Shreesh · backend, distributed systems, LLM inference, security research · Chennai, India
Projects
- aethercode: open-source coding assessment platform (go · grpc · postgres · casbin · k8s). runs exams for 10,000+ students; 11 go services, one schema each; casbin + 5s hmac caps + row-level sec; seb lockdown · vectorless rag; 172 commits · 22 ADRs
- aethercode-engine: distributed code judge (go · redis streams · postgres · sse). fair queues · crash reclaim · DLQ; 60K+ submissions / month; 0 lost jobs @ 5k users / 15k subs; codeql · dependabot · coderabbit; next: self-healing SRE agent
- fastmtp: llama.cpp speculative decoding (c++ · cuda · ggml). qwen3.5 MTP draft-vocab trim; 152k vocab -> active subspace; lossless, upstream PR #29143
- learnhouse-sjce: open-source LMS fork, in prod (fastapi · next.js · postgres). 87 fork commits, synced upstream; multi-tenant superadmin console; seb · timed auto-submit · pools; erpnext roster + gradebook sync; 10,000+ students in production
Experience
- HackerRank Campus Crew · Apr 2026 -> · security researcher · technical lead · ambassador
- 4-week authorized black-box test of the Desktop App
- 2 criticals (CVSS 8.6, 9.6), demoed live to the CTO
- VAPT report (OWASP/PTES/NIST), letter of recognition
- AlgoQX · co-founder · Jan 2026 -> · LM post-training and AI research
- RLHF / RLVR, reward + verifier design, sandboxed envs
- led 20 students shipping AetherCode, Engine, LearnHouse
- Presidio · SDE intern · Jun-Jul 2026 · 1 of 15 selected from 2,000+
- expense platform for 3,000+ employees, FastAPI + 3 AI svcs
- Azure Container Apps · Terraform · 4-role RBAC · OAuth
- 150 pytest · 65 FE tests · Playwright · CodeQL · gitleaks
- IIT Jammu · research intern · Jun-Jul 2026 · agentic AI research
- PINNs in PyTorch for SLS heat transfer, 12% accuracy gain
- St. Joseph's College of Engineering · -> 2028 · B.Tech AI & ML · Anna University · CGPA 8.23
Stack
- lang: Go · Python · C++ · TypeScript · JavaScript · SQL
- backend: FastAPI · gRPC · Gin · Node.js · Express · REST · SSE
- ai-ml: PyTorch · LangGraph · RAG · MCP · llama.cpp · CUDA
- data: PostgreSQL (RLS, pgvector) · Redis Streams · RabbitMQ
- infra: Docker · Kubernetes · Helm · Terraform · AWS · Azure
- compute: Slurm · NVIDIA MPS / MIG · Traefik · Cloudflare ZT
- security: Burp Suite · mitmproxy · OAuth · JWT · Casbin
- ci: GitHub Actions · Playwright · CodeQL · gitleaks
- frontend: React · Next.js
Honors
- Databricks Student Fellow, APJ: 1 of 38 from 7,171
- HackerRank Orchestrate: 3x bronze · best #116, top 6%
- Presidio PRIME SWE: 1 of 15 from 2,000+
- AWS Student Builder Group: campus leader
- HackerRank: problem solving · python · sql




