Final-year B.Tech — Computer Science (AI-ML) @ PES University, Bengaluru (2023–2027) · CGPA 8.96/10, merit scholarship every semester to date

I build reliability-focused systems in Rust, TypeScript, and Python, and applied-ML systems end to end — with real test suites, CI, and honest status reporting. Co-author + Best Presenter, ICCEE 2026; first-author NLP study in preparation. Seeking SDE / backend / systems and AI-ML internships and 2027 new-grad roles.

Raft consensus implemented from scratch in Rust — no consensus libraries of any kind — as a 3-node key-value store over TCP. Leader election, log replication with conflict-only repair, and the Figure-8 current-term commit rule, over durable storage with atomic hard-state swap and torn-tail recovery. The consensus core is I/O-free, so identical code runs against real sockets and against a virtual network.

Rust Cargo workspace TCP — deterministic virtual-time simulator asserting Election Safety / Log Matching / State Machine Safety after every step; failures replay from their seed

Adaptive retrieval-augmented generation: a zero-cost logit/entropy probe decides when to retrieve, RoBERTa-large-NLI scores passages, and hybrid FAISS-HNSW + BM25 retrieval runs over a 545k-passage index. 4-bit quantised Mistral-7B inference; claim-level provenance evaluation (FactScore-style).

Python Mistral-7B FAISS RoBERTa-NLI BM25 — pytest + ruff + mypy via GitHub Actions

Multi-agent tutoring system on Google ADK + Gemini 2.0 Flash: one orchestrator + 5 specialist agents + 3 validator loop-agents routing tutoring, study planning, adaptive quizzing, and progress analytics. 7-stage adaptive spaced repetition (Ebbinghaus curve) with JSON-based cross-session continuity.

Python Google ADK Gemini 2.0 Flash asyncio

Privacy-first local document processing — a typed Python core library, Typer CLI, and a token-authenticated loopback FastAPI service with Job-Object-contained workers. Structural and render validation before atomic, collision-safe publication; hash-locked dependency profiles and a reproducible-build gate. Also ships an MCP server so local agents can call it instead of hand-rolling conversion code.

Python FastAPI Typer pikepdf PDFium — 639-outcome test suite (636 passed, 3 documented platform skips at the last gated merge), ruff + mypy, release-gated

• ASCEND — hybrid event-log/cached-projection desktop productivity RPG (Rust, Tauri 2, React, TypeScript): 11 replayable gameplay/economy projections rebuild from the append-only event log; core economy mutations pair cache and event writes in one SQLite transaction, with compensating transactional undo. 456 automated tests (327 Rust + 129 Vitest).
• FocusMe — cross-platform focus-enforcement system in Rust: Windows (WFP) backend implemented and end-to-end tested, remaining backends in progress. SQLCipher-encrypted policy store; Axum backend with JWT auth and multi-device policy sync.
• PromptGFM-Bio — prompt-conditioned graph model for rare-disease gene ranking (PyTorch Geometric, frozen PubMedBERT, FiLM conditioning); manuscript in preparation.
• UI-Migration Capstone (Lead) — React Native → Kotlin via a typed intermediate representation, with CodeT5+ (220M ×2) encoders; frozen-instrument exact-match reconstruction rose 17.8% → 85.6% across model versions.

• An Engineering-Oriented ML Decision Support System for Outcome Prediction in Dynamic Environments — ICCEE 2026 (19th Int'l Conference on Computer & Electrical Engineering, Brisbane) · IOS Press proceedings · Paper IC-1015 · Co-author, accepted & presented — and Best Presenter award for the presentation.
• Why VLMs Fail on Indic Memes: A Failure Taxonomy of Cultural-Knowledge Gaps — first author · pre-registered (OSF, Apr 2026) · manuscript in preparation.

• Best Presenter — ICCEE 2026, Brisbane (co-sponsored by Central Queensland University), for the online presentation of co-authored paper IC-1015
• Selected — ISRO research internship, Space Applications Centre (SAC), Ahmedabad (SRTD, May 2026); could not join due to an academic-calendar conflict
• Prof. MRD Scholarship — top 5% of CS (AI-ML), Sem 1 (SGPA 9.36) · Prof. CNR Scholarship — top 25%, Sems 2–5
• Google × Kaggle 5-Day AI Agents Intensive — multi-agent systems, tool use & orchestration (Google ADK), Nov 2025

Japanese Novel Translator · Kakuyomu Translator · Novel Scraper Toolkit · Study Tracker · Notion-Anki Sync · Habitify Dashboard · Python Utility Tools · Cab Aggregator

• Email: vermayash16082003@gmail.com
• LinkedIn: linkedin.com/in/yash-verma-25a1a83a9
• University: PES University, RR Campus, Bengaluru

"The best code is the code you actually use every day."