FORMATION LAP…

🏁 ROUND 1 · BANGALORE GP · 2026 SEASON

ATHARVA
TRIVEDI

AI/ML SOFTWARE ENGINEER

I build LLM agents, RAG pipelines, and full-stack systems — currently racing for Ericsson's 5G RAN program. Bit of a cat about it.

01

The Grid

// driver profile
95

ATHARVA TRIVEDI

🇮🇳 Bangalore, India

  • TeamGlobalLogic → Ericsson
  • ChampionshipAI / ML Engineering
  • ChassisB.Tech CSE, VNIT Nagpur
  • Debut2021 · Full-time 2025
  • Best Lap−31% signalling (5G advisor)

AI/ML-focused software engineer who likes the corners where backend engineering and agentic AI meet.

I've shipped production LLM agents and RAG pipelines, launched a full travel app solo to the App Store and Play Store, and I'm now applying that to Ericsson's 5G RAN program — driving Layer 2 downlink test automation with agentic AI tools and owning the Physical AI side of a robotics Centre of Excellence. I ramp into new technical domains fast and turn that into measurable impact.

Off the clock I'm the kind of engineer who'd happily name a variable lewis and treats a green CI pipeline like a Hamilton win at Silverstone. Curious, a little competitive, and always looking for the next apex.

😼 Cat person, obviously 🏎️ Lewis Hamilton loyalist 🐐 ☕ Runs on caffeine + curiosity 🥇 Gold Medalist, IMO & NSO
02

Telemetry

// car setup & skills

🏎️ Powertrain Languages

Python
Java
C / C++
JavaScript / TS
Dart

⚡ ERS Hybrid AI / LLM / Deep Learning

LangChain & Agents
RAG & Prompt Eng.
Llama / Groq
PyTorch / TensorFlow
Pinecone / Vectors

🛠️ Aero & Chassis Frameworks

Spring Boot
Django / DRF
Flutter
ReactJS
Angular

🔧 Pit Crew Cloud & Infra

AWS / EC2
Firebase / Supabase
Docker
Git & REST APIs
CI/CD workflows
03

Race History

// where I've raced
🏁

Software Engineer

LEADING

GlobalLogic — Ericsson 5G RAN Program

Aug 2025 — Present

  • Write and maintain test cases for new Layer 2 downlink code using agentic AI tools (Kiro, Claude), applying prompt engineering to accelerate coverage and cut manual test-writing effort.
  • Own the Physical AI side of a robotics Centre of Excellence — managing the robot SDK and driving hardware decisions from sourcing robots to defining what gets built.
  • Partner with distributed engineering and telecom domain teams to troubleshoot integration issues, ramping from a non-telecom background to working fluency in RAN architecture within weeks.
😼

Head of Sales

OFF THE RESUME

Montty

May 2026 — Present

  • Lead sales strategy and the full go-to-market motion — outreach, demos, and closing.
  • Generated $3,000 in revenue since coming on in May 2026.
  • Proof I can sell the car, not just build the engine. Engineers who can pitch are rare.
🤖

AI/ML Development Intern

PODIUM

AIonOS

Jul 2024 — Jan 2025

  • Designed and shipped a production-grade agentic AI system (LangChain, Llama-8B) automating end-to-end hotel booking — multi-step reasoning, tool/API orchestration, contextual memory.
  • Iterated on prompt design and evaluation, driving ~20% customer growth through better conversion and less booking friction.
💰

Intern

ROOKIE

AlphaFi

Apr 2024 — Jun 2024

  • Gained an in-depth look into the world of finance and cryptocurrencies — built a yield optimizer on the SUI blockchain (descendent of Meta's Diem project) that auto-compounded across platforms to deliver some of the highest yields on-chain.
📱

Flutter Intern

ROOKIE

Click2Cloud, Nagpur

Dec 2023 — Jan 2024

  • Developed "Agripilot.ai" — a cross-platform mobile app using Flutter with full backend integration via REST APIs.
  • Crafted intricate UI widgets in Dart, managed state with GetX, and built dashboard systems for IoT device monitoring and parameter tracking.
🎬

Co-Founder

OFF THE RESUME

ClipFusion

May 2023 — Jul 2023

  • Co-founded a freelance digital marketing agency with two friends — used Canva, GIMP, Adobe Photoshop, and Premiere to boost client visibility and drive targeted web traffic.
🏥

Application Development Intern

ROOKIE

Click2Cloud, Nagpur

Dec 2022 — Jan 2023

  • Built a Chatbot Healthcare App on Android using Kotlin, with web interfaces in Angular and dashboards via PowerApps/PowerBI.
04

The Podium

// selected wins

WanderBuddy

Production travel platform · sole engineer

Shipped a full travel app end-to-end as the sole engineer — design through App Store and Play Store launch — with real-time chat (Stream), voice/video calls (Agora), live location (Mapbox), a Groq-powered itinerary planner, and visa-application workflows on a cloud-native Firebase/Supabase backend.

FlutterFirebaseSupabaseStreamAgoraMapbox
1

LTE-RRC AI Release Advisor

C11 + fixed-point ML · on-device

An LTE RRC base-station state machine in C11 with a self-contained ML "release advisor". Cuts control-plane signalling by 31% at matched connected-time versus a static timer — with zero illegal state transitions. My 5G RAN day-job, made concrete.

C11Fixed-point MLState machines5G/LTE RAN
2

Tumor Growth Optimization

Agent-based modeling · ISCON 2025

Combined evolutionary game theory with Stackelberg optimization in an agent-based simulation — ~25% lower tumor burden and ~28% less treatment intensity. Presented the findings at ISCON 2025.

PythonMesaGame theoryABM
3
05

The Garage

// one car is for sale

🏷️ PRIVATE SALE · ENQUIRIES OPEN

One of my builds
is up for sale.

I designed, built, and shipped a product end to end — solo. It's real, it works, and it's ready for an owner who can take it further than I can on my own. If you're after a working app with room to grow, the door's open.

📦 Full source & assets 🤝 Clean handover 🧑‍💻 Shipped by one engineer
06

Team Radio

// off-throttle, unserious
LIVE 📻 TALK TO MY RACE ENGINEER built by me · hosted by me · running on Qwen
Oi. I'm Atharva's AI — basically him after two coffees. Ask me anything: the work, the projects, my F1 takes, Miu, whatever. Fair warning, I'm a bit chaotic.
📻 RADIO CHECK

Press the button. I promise nothing.

🩹 BOX BOX — MY MOST PAINFUL DAY

Some days the car catches fire. Tap to open the incident report.

tap to reveal ▸

The time I set up an infinite pull loop on Groq's API and burned through every token in my quota before my morning coffee — just staring at the cursor blinking while tokens flew. Turned out I'd forgotten a break condition in my streaming parser. My Groq dashboard went to $0.00 in 47 seconds. Learned to always test with max_tokens=5 first.

◂ tap to close
🚦 REACTION TEST

Beat a real F1 start. Wait for lights out, then tap. Jump the start and it's a penalty.

07

Pit Wall

// radio in