Available — Advisory & AI Consulting Co-Founder & CTO · Wavexcel · since Oct '24

Bittoo & Aggarwal.

Builder of enterprise AI products. Operator who's shipped a startup from ₹30L → ₹10Cr ARR, raised $1.3M, and lectured at the IITs. Currently full-stack at the wheel of Wavexcel.

₹10Cr ARR scaled · Geekster

$1.3M Funding raised

250+ Internal teams · Amazon

4× IIT / IISc workshops

01 The Operator's Note

A builder who sells and ships.

Engineer by training, operator by trade. I write production code on Mondays and pitch enterprise clients on Tuesdays — and I think the best founders should still be able to do both.

“I like the messy middle — the half between a Google Doc and a paying enterprise client. That's where the real product gets built, and that's where I do my best work.”

— A working philosophy

Bittoo Aggarwal is the Co-Founder and CTO of Wavexcel, where he architects enterprise AI products for clients like Siemens and Propgrow — covering real-time video intelligence, process automation, and time-series forecasting on AWS.

Before Wavexcel he was a founding member and Vice President at Geekster, where he helped scale revenue from ₹30L to ₹10Cr ARR, raise $1.3M from Inflection Point Ventures, FirstPort and Mynavi, and led a team of 45+ across Learning & Placements.

Earlier, an SDE at Amazon's Transportation org — owning tier-1 services that powered 10+ APIs across 250+ internal teams — and a software engineer at ION, working on reference data products used by 60+ global financial institutions.

On the side: workshops at IISc Bangalore, IIT Delhi, Bombay and Madras, content as @codewithbittoo, and a string of national hackathon wins.

AI / LLMs LangChain Python · AWS Vector DBs Docker · CI/CD Startup Scaling Fundraising SEO & GTM Product Strategy Team Building Sales Training

02 Career — In Reverse

Five years of building, scaling, and shipping.

From Amazon's Transportation org to founding-team operations and a CTO chair — every role added a layer to how I build product.

Oct 2024 — Present
03 yrs

Co-Founder & CTOatWavexcel

Enterprise AI · Siemens · Propgrow

Architected and owned the full technical roadmap for multiple enterprise-grade AI products — translating ambiguous business problems into scalable microservices.
Engineered high-throughput ML pipelines on Python + AWS for real-time video intelligence, process automation and time-series forecasting.
Designed modular infrastructure supporting concurrent enterprise clients via Docker + automated CI/CD.
Optimised data ingestion and vector indexing to lift retrieval accuracy and system reliability.

→

Jul 2022 — Oct 2024
2.3 yrs

Founding Member & VPatGeekster

Edtech · L&P · Growth · LMS

Pivotal in scaling revenue ₹30L → ₹10Cr ARR; contributed to raising $1.3M from IPV, FirstPort & Mynavi.
Led the Learning & Placements function — 15+ full-time and 30+ part-time professionals.
Designed high-converting ad campaigns and sales training cutting CPL by 50%; grew SEO traffic from 10K → 70K monthly within a year.
Drove a peak of 50K MAUs through targeted WhatsApp + short-form courses; led a major LMS architectural overhaul.

→

Nov 2020 — Jul 2022
1.7 yrs

Software Development EngineeratAmazon

Transportation Org · Tier-1 Services · Retail

Owned tier-1, low-latency services powering 10+ APIs used by 250+ internal teams across global transportation data.
Wrote AWS Lambda automations for RDS partitioning and built batch reporting across worldwide datasets.
Led peak readiness for Prime Day & holidays; contributed to Retail-org customer-facing APIs handling millions of daily hits.
Participated in 24×7 on-call and contributed to internal AWS tooling.

→

Aug 2020 — Nov 2020
3 mos

Software EngineeratION Group

Reference Data · Pricing Products

Contributed to ION's Reference Data & Pricing products serving 60+ global financial institutions.
Worked across the full SDLC — design, implementation, unit/system testing, bug-fixing and documentation.

→

03 Selected Work

A short list of shipped AI products.

Production systems, one paid IP exit, and pipelines that ran in front of real enterprise clients — not demos.

Live

Nº 01 / Wavexcel2025

Gratian — AI Survey Platform.

An AI-powered employee-feedback engine for Novatech (US Energy). Uses NLP + LLMs to automate sentiment analysis and surface actionable insight from large-scale survey data.

survey.gratianorg.com↗

Sold · $20K

Nº 02 / IP Exit2024

RAC Consulting Engine.

A secure, memory-aware RAG platform on Python + LangChain — built for a US coaching firm advising MAANG CEOs. Commercialised and IP sold for $20,000.

Confidential client→

In production

Nº 03 / Wavexcel2025

Vaultor.

A vault and orchestration layer for enterprise AI workflows — secure ingestion, embeddings, retrieval and policy. Demo video on file.

Internal · Wavexcel→

Pilot → Prod

Nº 04 / Wavexcel2025

IgniteX — Complete Value Chain.

An end-to-end AI platform that takes an enterprise from raw business problem to a deployed model — pipelines, vector DB indexing, dashboards and ops, all on a single rail.

Multi-client · enterprise→

Nº 05 / Insurance2024

Miseguro — AI Content Pipeline.

A production-grade automated content engine for an insurance brand. LLMs + SEO-optimised prompt engineering driving organic traffic via auto-generated blog content.

Insurance · LATAM→

Nº 06 / Geekster2022 — 2024

Geekster — LMS & Placements.

Architectural overhaul of the core LMS. Automated student operations, designed conversion funnels, and shipped short-format courses that lifted MAUs to a peak of 50K.

Web archive — Nov 2024↗

Army Recognised

Nº 07 / Defence · Team Divyank2019

Divyank — Airborne Intrusion Detection System.

A real-time airborne intrusion detection system built for the Indian Army's 1 Field Trial Sub Group (21 Signal Group). The system enhanced battlefield surveillance capability for soldiers in the field — earning a formal Letter of Appreciation from Lt Col Sumit Gupta, SM, Officiating Sub Group Commander.

Indian Army · 1 Field Trial Sub Group · c/o 56 APO→

04 Product Demos · Video

Live walkthroughs of the things I've shipped.

Two product cuts — Vaultor (the secure orchestration layer) and Gratian360 (the AI survey + 360 feedback platform). Real screens, real flow, real builds.

▶ Watch FIG. 04

Wavexcel · 2025Demo · 02:04

Vaultor — Secure AI Orchestration.

End-to-end: ingestion of enterprise documents, vector indexing, retrieval, role-aware policy and a chat-style interface — all on a single, private rail.

PythonLangChainAWSVector DBDocker

▶ Watch FIG. 05

Wavexcel · Novatech · 2025Demo · 01:11

Gratian360 — AI Survey & 360° Feedback.

NLP + LLMs in production: automated sentiment, theme clustering, and a leadership dashboard that turns thousands of free-text responses into ranked, actionable insight.

LLMsNLPRAGDashboardsEnterprise

05 Speaking · Workshops

Lectured the IITs, the IISc, and a few thousand students.

A full circuit of campus AI workshops, hands-on sessions and a permanent love of getting in front of an auditorium.

Bittoo speaking on stage about Hugging Face and the AI community — AI Workshop · AuditoriumFIG. 02

Bittoo lecturing in a packed campus auditorium — Campus Lecture · IITFIG. 03

Bittoo addressing a packed hall of students — Audience POV · 2024FIG. 04

Bittoo at an earlier engagement — Earlier EngagementFIG. 05

AI & LLM Workshop — IISc BangaloreCampus · 2024
Production AI for Engineers — IIT DelhiCampus · 2024
From Notebook to Prod — IIT BombayCampus · 2024
Building with LangChain — IIT MadrasCampus · 2024
Career & Tech Talks — GeeksterRecurring
Engineering Mentorship — Relevel by UnacademyIndustry

06 Awards · Hackathons

National finals, ISRO challenges, and a habit of winning.

A short, honest list. The work behind these is, mostly, AI for the real world — from sky segmentation GANs to social-impact ventures.

Finalist — Smart India Hackathon 2020, ISRO Challenge

Built an Android app for sky segmentation using GANs with an IOU score of 0.98.

Government of India · ISRO

Runner-up — Infosys Digital Makeathon

An IoT- and AI-based road-safety solution for smart driving assistance.

Infosys · National

Runner-up — Hult Prize National Finals

Pitched a social-impact startup focused on profitability + sustainability.

Hult Prize Foundation

Multiple national hackathon wins in AI/ML

Real-world AI applications — automation, video intelligence and NLP.

Across 5+ events

Letter of Appreciation — Indian Army, 21 Signal Group

Appreciated by Lt Col Sumit Gupta, SM for invaluable contribution to project "Divyank: Airborne Intrusion Detection System" — enhancing surveillance capability for soldiers in the field.

1 Field Trial Sub Group · Sep 2019

07 Education

An engineer's formal record.

2020 B.Tech — Computer Science Maharaja Agrasen Institute of Technology (MAIT) 8.20

2016 Class XII — Senior Secondary Central Board of Secondary Education (CBSE) 93.4%

2014 Class X — Secondary Central Board of Secondary Education (CBSE) 10.0

08 Teaching · Reels · Writing

I also teach in public.

Code, AI, and an honest founder's notebook — for engineers and the next generation of builders. Below: a featured reel from @codewithbittoo.

Featured · @codewithbittoo

Teaching that actually lands.

I make the kind of explainer I'd have wanted in college — short, clear, and grounded in real engineering work. The reel on the left is one example; the full library lives on Instagram.

Topics: AI & LLMs, system design, career advice for engineers, and the messy bits of running a startup.

Open this reel on Instagram →
See the full @codewithbittoo library →

Instagram · Reels