Aayush Sahu
Initializing...
Available for Internships  ·  Pune, MH

AayushSahu

Building AI systems, digital experiences,
and ideas that actually ship.

CSE student at MIT-ADT University (AI & Edge Computing) — Founder @ OctiqAI, building AI-powered systems, backend architectures, and startup-focused digital products.

View Projects → Contact Me Resume
EDITH@LOCALHOST ~ %
$initializing_edith_system
›loading_local_models · llama3.2 · qwen2.5
›starting RAG · chromadb · nomic-embed
✓systems_online
Models
4 LLMs
Latency
<800ms
Stack
FastAPI
Scroll
01 / ABOUT

Engineering systems
that feel inevitable.

I work at the intersection of AI infrastructure, backend systems, and product storytelling — building tools that ship and stories that stick.

CSE student at MIT-ADT University (AI & Edge Computing) running three concurrent roles — Founder & CEO of OctiqAI, Data Analytics Intern at Suzlon, and AI Engineer at SYNC. Shipped 4 production AI products, founded a student brand, and authored an independent research paper on offline AI architecture.

4
Live AI Products
3
Concurrent Roles
500+
Units Sold (Luné)
01
AI Systems
Multi-model LLM routing, RAG memory pipelines, local inference, agentic workflows — production-grade AI backends.
02
Backend Engineering
FastAPI services, WebSockets, vector stores, REST/CMS pipelines — fast, observable, dependable under real user load.
03
Startup Execution
Founded OctiqAI, sold 500+ units at Luné Aesthetics, executed 7+ campus events reaching 800+ attendees. Build, then ship.
04
Creative Layer
Writing psychological fiction, producing AI cinematic shorts, designing personal-brand systems that feel human.
02 / EXPERIENCE

Selected work.

From founding OctiqAI to industrial ML analytics at Suzlon and LLM systems at SYNC — a timeline of building, shipping and learning.
Founder & CEO
05/2026 — Present
OctiqAI · Remote
  • Architected a vector-embedding organisational memory engine with sub-200ms semantic retrieval latency on local hardware — zero cloud dependency.
  • Shipped core FastAPI + agentic orchestration backend within 5 weeks of founding; building toward public beta.
  • Designed a multi-session context persistence layer that eliminates information loss across fragmented startup workflows.
FastAPIChromaDBAnthropic APIAgentic OrchestrationAsync Python
Data Analytics & AI Engineering Intern
06/2026 — 07/2026
Suzlon Group · Pune, On-site
  • Engineered a Python-based SCADA analytics pipeline to process 280K+ wind turbine event records — event filtering, FIFO pairing, T-10 normalization, duration calculation, automated Excel reporting.
  • Designed an AI-powered Document Intelligence platform extracting structured text, tables, images, and flowcharts from engineering PDFs using deterministic parsing + LLM-assisted processing.
  • Built and integrated AI capabilities into an Enterprise 8D Root Cause Analysis platform — intelligent autofill, analytics dashboards, and a context-aware conversational AI assistant.
  • Conducted research on wind turbine systems, SCADA architecture, and RCA methodologies; served as Site Visit Coordinator for the internship cohort.
PythonScikit-learnRandom ForestIsolation ForestPandasTime-Series Analysis
Artificial Intelligence Engineer
01/2026 — 06/2026
SYNC · USA, Remote
  • Built a multi-model LLM orchestration layer routing tasks by complexity — reduced average inference cost per query by ~35%.
  • Developed production RAG pipelines with semantic chunking, reducing hallucination rate across enterprise test sets.
  • Architected async AI infrastructure processing 500+ daily automated workflow actions.
FastAPIRAGMulti-Model OrchestrationVector DatabasesAsync Python
Web Content Writer
04/2026 — Present
UdaanScholars · Remote
  • Published 18+ long-form college profile articles (avg. 1,800 words); contributed to a 22% uplift in organic search visibility within 6 weeks.
  • Built structured content templates adopted team-wide, reducing per-article production time by ~25%.
SEO WritingGoogle E-E-A-TContent Strategy
Management Team Member & Social Media Coordinator
08/2025 — 04/2026
ACES MITSOE · Pune, On-site
  • Executed 7+ technical events with 800+ combined attendees.
  • Grew ACES social media engagement 38% over 6 months.
Event ManagementSocial MediaCommunity
Founder
02/2022 — 12/2024
Luné Aesthetics · India
  • Founded and scaled a student accessories brand to 500+ units sold; managed full operations — sourcing, pricing, branding, and sales — across 3 years.
BrandingSourcingSales
03 / PROJECTS

Things I've built.

Offline Personal AI Assistant · V8
E.D.I.T.H.
Multi-model Routing · RAG Memory · Voice I/O · Research Paper

Fully offline, multi-model AI assistant (Llama 3.2 / Qwen 2.5 / CodeLlama / LLaVA) with intelligent task-based LLM routing on WSL2. Integrated ChromaDB RAG memory, Whisper STT, Piper/Kokoro TTS, Telegram remote control, ADB Android automation, and APScheduler — zero cloud dependency. Architecture documented in an independent research paper on resource-constrained offline AI design.

Version
V8
Duration
Jun'25–May'26
Mode
Offline
Paper
Published
PythonFastAPIWebSocketOllamaChromaDBWhisperPiper TTSReact GitHub
Real-Time Voice AI Assistant
Maneuver

Built a realtime Voice AI assistant using LiveKit, Groq Llama 3.3, Whisper STT, and React with conversational AI, live transcription, and synchronized frontend interactions.

Latency
Sub-second
Transport
WebRTC
Type
Voice AI
LiveKitWebRTCGroq Llama 3.3Whisper STTEdge-TTSReact GitHub
AI Caption Generator
Reel Craft AI

Designed and deployed a Claude API-powered caption tool for Instagram Reels; achieved 286+ LinkedIn impressions within 24 hours of launch.

Live
Shipped
Impressions
286+
Window
24 hrs
ReactAnthropic Claude APIVercelPrompt Engineering GitHub
Contextual Intelligence for Founders
OctiqAI

Vector-embedding organisational memory engine for founders — sub-200ms semantic retrieval on local hardware with zero cloud dependency. Core FastAPI + agentic orchestration backend shipped within 5 weeks of founding.

Retrieval
<200ms
Status
Beta-bound
Model
Local-first
FastAPIChromaDBAnthropic APIAgentic Orchestration
Portfolio Website
This Site

Cinematic dark-luxury portfolio — single-file, zero-dependency, GitHub Pages deployable. Live at potfolio-orpin-pi.vercel.app

Stack
HTML+CSS
Deploy
Vercel
Deps
Zero
HTMLCSSJS Live ↗
04 / SKILLS

The toolkit.

Not bars or percentages — actual systems, languages and tools I reach for when I'm shipping.

01
AI & LLMs
RAGLLM OrchestrationAgentic Workflows Prompt EngineeringOllamaChromaDB PineconeAnthropic APILLMOps
02
ML & Analytics
Random ForestIsolation ForestScikit-learn Predictive MaintenanceTime-Series AnalysisMLflow PandasNumPy
03
Backend
PythonFastAPIWebSocket REST APIsAsyncIOPostgreSQL SQLiteTimescaleDB
04
Frontend
ReactJavaScriptTypeScript HTML/CSSTailwindNext.js ViteVercel
05
Voice & Realtime
Whisper STTLiveKitWebRTC Edge-TTSPiper TTS
06
Tools
GitGitHubDocker WSL2ADBTelegram Bot APIFigma
05 / RESUME

Full credentials.

Second-year CSE student at MIT-ADT University (AI & Edge Computing) running three concurrent roles — Founder & CEO of OctiqAI, Data Analytics Intern at Suzlon, and AI Engineer at SYNC. Shipped 4 production AI products; authored an independent research paper on offline AI architecture.

Contact
aayushsahu0406@gmail.com
+91 7014436866
Pune, Maharashtra
Download Resume (PDF) LinkedIn Profile
Education
B.Tech — Computer Science & Engineering (AI & Edge Computing)
MIT-ADT University, Pune · Core Committee Member, ACES
08/2025 – 05/2029
Certifications
Foundations in Generative AI
IBM · Apr 2026
Intro to Prompt Engineering
Simplilearn · Apr 2026
Linguaskill CEFR B2 — English
Cambridge · Mar 2026
Python Training (Spoken Tutorial)
IIT Bombay · Apr 2026
C Programming Training
IIT Bombay · Nov 2025
Research
EDITH: A Resource-Constrained Offline Personal AI Architecture with Multi-Stage Routing and Hybrid Memory on Consumer Hardware
Key Achievements
Shipped 4 Production AI Products
E.D.I.T.H. V8, Maneuver, Reel Craft AI, and OctiqAI — built and deployed independently
Multi-Role AI Engineering Experience
Concurrent roles across OctiqAI, Suzlon, and SYNC — spanning LLM systems, RAG, and industrial ML analytics
500+ Units Sold — Luné Aesthetics
Built and ran a premium accessories brand from scratch
Published Independent Research
Authored a paper documenting a novel resource-constrained offline AI architecture
Languages
English CEFR B2
Hindi Native
06 / BEYOND CODE

The creative layer.

“Technology becomes unforgettable
when it feels human.”
Psychological Fiction
Writing a novel.
A full-length narrative on identity, belief systems, and group psychology — built like a long-running product, character arcs versioned and edited like a codebase.
AI Filmmaking
Cinema, generated.
End-to-end AI cinematic shorts: storyboarding, prompt engineering, Runway / Kling / Midjourney / Veo orchestrated into a single editorial pipeline.
Personal Branding
@betheaayush
Lifestyle + tech storytelling on Instagram — structured caption templates, hashtag systems and Reels SEO experiments to study audience psychology in the wild.
07 / CONTACT

Let's build
something
unforgettable.

Open to internships, collaborations on AI products, and founder-mode partnerships. The faster way is usually email.

Email
aayushsahu0406@gmail.com
→
Phone
+91 7014436866
→
LinkedIn GitHub Instagram
FORM READY