Aryan AwasthiAI & AUTOMATION Résumé ↓

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AI & Automation · Portfolio

Aryan
Awasthi

I build ML systems that scale, adapt, and actually make sense. Scroll to follow the route — from the foothills of the Himalayas to the West.

Chapter 01 · Descent

Third planet from the Sun.

Sunlight takes 8 minutes 20 seconds to get here. Every route needs a first point — mine is Dharamshala, in the foothills of the Himalayas.

Chapter 02 · The route

Six stops.
11,729 km.

One line connects every place I’ve studied and worked. Keep scrolling and it draws itself.

  1. 01DharamshalaBorn & schooled1999–2017
  2. 02NoidaB.Tech, Amity University2017–21
  3. 03GurugramTechOps Engineer, Comviva2021
  4. 04MontrealMaster’s, Concordia University2023–25
  5. 05LongueuilAssociate I, Amazon YUL52023–25
  6. 06MontrealAI & Automation Manager, CSC Generation2025–
Waypoint 01 / 06

Dharamshala

Himachal Pradesh, India
32.22° N · 76.32° E

Born & schooled

1999 – 2017

Where it all started. Born and raised in the foothills of the Dhauladhar range, and where I went to school.

Origin
Home base
Next waypoint
Noida · 420 km south-east
Waypoint 02 / 06

Noida

Uttar Pradesh, India
28.54° N · 77.33° E

B.Tech, Computer Science & Engineering

Amity University

Jul 2017 – Jun 2021

Leg 01 · 420 km
From Dharamshala
Next waypoint
Gurugram · 31 km west
Waypoint 03 / 06

Gurugram

Haryana, India
28.46° N · 77.03° E

TechOps Engineer, Comviva

Jun – Aug 2021

  • Java + Spring enterprise apps serving 500+ users
  • REST microservices: 40% more scalable, 25% faster responses
Leg 02 · 31 km
Across Delhi NCR
Next waypoint
Montreal · 11,271 km
Waypoint 04 / 06

Montreal

Québec, Canada
45.50° N · 73.58° W

Master of Applied Computer Science

Concordia University

Aug 2023 – May 2025

Leg 03 · 11,271 km
Over the Arctic
Next waypoint
Longueuil · 6 km
Waypoint 05 / 06

Longueuil

Québec, Canada
45.53° N · 73.52° W

Associate I, Amazon Canada

YUL5 · Oct 2023 – May 2025

  • Resolved 100+ device issues daily, keeping 95% uptime
  • Scripted routine tasks: 15% fewer manual errors
  • Log monitoring cut incident response time by 30%
Leg 04 · 6 km
Across the St. Lawrence
Next waypoint
Back to Montreal
Waypoint 06 / 06 · Now

Montreal

Québec, Canada
45.50° N · 73.58° W

AI & Automation Manager

CSC Generation / Sur La Table · Oct 2025 – Present

  • PO automation (n8n, Gemini, Microsoft Graph): 50–100 orders a day, zero manual entry
  • 6+ MCP servers as one-click .mcpb installers, used by ~200 people across CSC brands
  • Led the company-wide Claude rollout and “Claude Day” (March 2026)
  • Montreal · where I work
  • Toronto · registered office, 235 Bay Street
  • Seattle · Sur La Table HQ

Chapter 02 · Route complete

11,729 km,
one line.

Distances between waypoints
Leg 01Dharamshala → Noida420 km
Leg 02Noida → Gurugram31 km
Leg 03Gurugram → Montreal11,271 km
Leg 04Montreal → Longueuil6 km
NowMontreal ⇄ Toronto · Seattlelinked
TotalFour legs, six waypoints11,729 km

Chapter 03 · In orbit

Projects, launched.

Five missions orbiting home. Select one to read its telemetry.

Mission 01AI / ML

Tik AI

TikTok AI Agent

  • Next.js 14
  • React 18
  • TypeScript
  • Tailwind CSS
  • Gemini 2.5 Flash
  • Veo 2/3
  • Vertex AI

AI-powered content analysis with Google Gemini 2.5 Flash at 90%+ accuracy and under 2s response time, plus Veo 2 video generation for 5–8s promotional clips.

Telemetry

  • Next.js + TypeScript dashboard supporting 100+ concurrent users
  • Modular AI services handling 1,000+ video assets
  • Docker + Vercel deployment at 99%+ uptime
Live demo ↗
Mission 02Web

Scrapy

TikTok scraper with AI vector search

  • Bun
  • Hono
  • BullMQ
  • Redis
  • Playwright
  • transformers.js
  • TypeScript
  • Docker

Scraped 100+ TikTok videos with full metadata, then made them searchable with all-MiniLM-L6-v2 embeddings — 100ms to embed, under 50ms to search.

Telemetry

  • Architecture handling 1,000+ concurrent embeddings
  • BullMQ + Redis queue: 3 jobs every 5s with 120s timeout protection
  • About 2KB of storage per video
Live demo ↗
Mission 03AI / ML

Multi-Agent Chatbot

LLM chatbot with reinforcement learning

  • Python
  • Llama 3
  • LangChain
  • FAISS
  • FastAPI
  • Streamlit
  • RLHF

A multi-agent chatbot with 92% routing accuracy and 87% response relevance. FAISS made RAG context retrieval 3× faster.

Telemetry

  • RLHF lifted engagement 35% and cut latency 45%
  • Reward model trained on 1,000+ feedback logs for adaptive re-ranking
  • Streamlit dashboard for live analytics and feedback
GitHub ↗
Mission 04Web

TubeLytics v2

Reactive YouTube analytics dashboard

  • Java
  • Scala
  • Play Framework
  • Akka Actors
  • WebSockets
  • Docker
  • GitHub Actions

Streams channel, video and tag analytics from the YouTube Data API v3 over WebSockets — no refresh needed.

Telemetry

  • Akka supervision + request caching cut API calls by 60%
  • Non-blocking word-frequency and tag modules over 1M+ words per query
  • 90%+ unit-test coverage with JUnit 5 and sbt CI
GitHub ↗
Mission 05Mobile

OpenTracks

Open-source Android sport tracker

  • Java
  • Android SDK
  • Gradle
  • Material Design
  • GitHub Actions

New UI features and voice announcements for an open-source sport tracking app, for better usability and accessibility.

Telemetry

  • Aggregate-statistics dashboard: distance, duration, pace and elevation across all tracks
  • “Announce average slope” toggle wired into the existing TTS pipeline
  • 220 LOC across 5 core classes, legacy announcements intact
GitHub ↗

Payload manifest · Skills

Languages
Python · Java · TypeScript · SQL
LLMs & generative AI
LangChain · LangGraph · FAISS · Pinecone · Elasticsearch · Gemini API · Llama 3 · TensorFlow · Vertex AI
Backend & APIs
FastAPI · Flask · REST · WebSockets · Play · Akka · Node.js · Hono · BullMQ
Frontend
Next.js · React · Tailwind CSS · Material Design · Android SDK
Data
PostgreSQL · MySQL · Redis · Vector DBs · Spark · Hadoop
Cloud & DevOps
AWS · SageMaker · Lambda · S3 · Docker · Kubernetes · Vercel · GitHub Actions · MLflow · Kubeflow
Automation & agents
n8n · MCP servers (.mcpb) · Microsoft Graph · Claude · Gemini
Tools
Bun · Playwright · transformers.js · Streamlit · SonarQube · Grafana

Chapter 04 · Open a channel

Let’s build something that ships.

Questions about a project, a role, or the route? Ask my assistant — or reach me directly.