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Aayush NayakAN
Open to opportunities

Aayush Nayak

@aayushnayak

Full-Stack AI engineer building privacy-first local LLM and edge vision systems.

India
Message

What I'm looking for

I’m looking for an engineering role where I can ship privacy-first AI (local LLM + RAG), optimize latency on edge/hardware, and collaborate across software, vision, and design to build real products—not just prototypes.

I’m a B.Tech CSE student specializing in AI & Edge Computing, and I build full-stack AI systems end-to-end—from orchestration to deployment. I focus on privacy-first local LLM experiences with RAG pipelines that deliver real-time document querying without cloud dependency or external API calls.

I’ve also engineered low-latency, vision-driven interactions using OpenCV and MediaPipe, translating real-time hand landmarks into fast hardware commands with embedded serial control. Alongside hands-on product work (Supabase-backed real-time platforms and Streamlit inference controls), I bring technical leadership from national-level hackathons—owning backend decisions, removing integration blockers, and shipping demos under competitive constraints.

Experience

Work history, roles, and key accomplishments

CU
Current

Design Member - CodeChief

CodeChief, MIT ADT University

Jan 2025 - Present (1 year 5 months)

Delivered high-fidelity Figma prototypes for club initiatives, bridging engineering and design to ensure functional features meet intuitive usability standards. Supported technical branding through UI/UX and design delivery.

MU
Current

Lead Media - Muse Club

Muse Club, MIT ADT University

Jan 2025 - Present (1 year 5 months)

Spearheaded end-to-end visual media production for club events, establishing standardized post-production workflows including color grading and motion graphics. Managed a team of creatives to deliver consistent event visuals.

PN

Privacy-First Local LLM UI

Project Nexus

Jan 2025 - Jan 2026 (1 year)

Architected a privacy-first local LLM interface with zero-data-leakage design, enabling real-time document querying via RAG without cloud dependency or external APIs. Built a Streamlit dashboard with customizable inference controls (Temperature, Top-P) for air-gapped, domain-specific tuning.

CL

Real-Time Waste Tracking Platform

Clean Connect & Loopkart

Jan 2024 - Jan 2025 (1 year)

Developed a real-time waste management tracking platform with Supabase-powered multi-user sync and role-based authentication for Clean Connect. Built Loopkart, a circular economy marketplace prototype with a Python backend and Figma-designed UI.

SS

Smart India Hackathon Technical Lead

Smart India Hackathon (SIH)

Jan 2025 - Present (1 year 5 months)

Led the full project lifecycle—architecture, prototype development, and demo delivery—advancing to the 3rd qualifying round with a sustainability-focused solution. Owned backend decisions, resolved integration blockers, and coordinated sprint cycles under competitive constraints.

RP

Gesture-Controlled Robotic Arm

Robotic Arm Project

Jan 2024 - Present (2 years 5 months)

Engineered a vision-based HMI that processes 21 skeletal hand landmarks in real time using MediaPipe, achieving sub-100ms gesture-to-command latency on edge hardware. Orchestrated low-latency serial communication between Python and Arduino, mapping hand coordinates to servo movements with <5ms transmission delay.

Education

Degrees, certifications, and relevant coursework

MIT ADT University logoMU

MIT ADT University

Bachelor of Technology (B.Tech), Computer Science Engineering (AI & Edge Computing)

2024 -

Pursuing a B.Tech in Computer Science Engineering with a specialization in Artificial Intelligence and Edge Computing. Expected graduation: Aug 2028.

KV

Kendriya Vidyalaya

Class XII (CBSE), Science (PCM + Computer Science)

Completed CBSE Class XII in Science with PCM and Computer Science subjects. Graduated in 2023.

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