Parity — AI Voice Debate Arena
Autonomous 5-round conversational debate arena with sub-second turnaround latency, voice collision handling, and automated argument scoring.
Final-year CSE at BBDU Lucknow (May 2027). Top 25 (Round 2) at HCLTech AMPlified Season 1, Winner LovHack Season 2. Architect of BackStop, Career PathFinder & ECO-OPS.
“I believe great software is born at the intersection of engineering precision and design intuition. Every pixel, every interaction, every line of code is an opportunity to create something that moves people.”

Mayank Tiwari—AMPLIFIED S1 TOP 25 · LOVHACK WINNER · 14+ PRODUCTION SYSTEMS
Autonomous financial policy gates, multi-agent evaluation DAGs, and serverless compute optimizers engineered for production reliability.
Autonomous 5-round conversational debate arena with sub-second turnaround latency, voice collision handling, and automated argument scoring.
Top 25 team in HCLTech AMPlified Season 1 (Round 2). Multi-agent syllabus gap analyzer computing 300D vector cosine similarities against 900+ O*NET occupational codes.
Analyzes CI pipeline AST dependency graphs and prunes redundant build cycles, eliminating ~1,680 minutes/month of wasteful cloud compute on Cloud Run.
Enforces RBI 72h cooldown & TRAI windowing via client-side SHA-256 Merkle chain. Isolates autonomous revenue recovery from financial mutation risk.
From autonomous financial policy gates to full-stack web systems — crafted with motion, purpose, and mathematical precision.
14+ PRODUCTION SYSTEMS BUILTA curated selection of languages, 3D engines, frameworks, and cloud infrastructure engineered for zero latency and high visual impact.
Gemini 2.5 Flash, DeepSeek-R1 local Ollama IPC, stateful multi-agent DAGs, and deterministic tool-calling workflows.
300D dense vector similarity, O*NET occupational code clustering, curriculum alignment, and retrieval scoring.
Asynchronous microservices, AST parsing, Tarjan's SCC cycle pruning, Pydantic strict schemas, and 82/82 passing tests.
Client-side Web Crypto SHA-256 Merkle root hashing, RBI 2026 72h cooling-off policy enforcement, and audit logs.
Serverless container deployment, CI/CD runner optimization saving ~1,680 min/mo, minimal cold-start configuration.
Vite 8, strict type-safety, reactive state pipelines, modern CSS architecture, and sub-second client latency.
Particle morphing shaders, simplex noise vertex displacement, iridescent Fresnel materials, and 60/120fps motion.
Sub-second voice turnaround, collision detection, live audio streaming, and automated debate scoring.
Competitive hackathon championships, production cloud architectures, and academic engineering rigor.
Architected Parity, an autonomous 5-round AI voice debate arena with sub-second turnaround latency, conversational collision detection, and automated argument judging.
Built Career PathFinder, an autonomous multi-agent guidance platform matching 300D vector cosine embeddings of university coursework against 900+ O*NET codes.
Engineered deterministic policy-gated revenue recovery engine enforcing RBI 2026 72h cooling-off and TRAI windowing via client-side SHA-256 Merkle chain.
Created AST dependency subtree analysis & Tarjan's SCC DAG cycle pruning cutting ~1,680 min/mo of runner compute on Google Cloud Platform with $0 cloud cost.
Babu Banarasi Das University (BBDU), Lucknow. Deep study of operating systems, network protocols, database internals, and computational graph algorithms.
Looking for an engineer who builds systems that solve real problems? Reach out directly or launch the architectural passport.
