Forward Deployed Engineer · NuVista · Atlanta, Georgia

I turn
problems into
working products.

Anuj Choudhary, Forward Deployed EngineerANUJ CHOUDHARY

Working across software, AI, cloud and product—from understanding the problem to shipping the solution.

Impact / At a glance

Work measured by
what moved.

Beyond titles and technology, the clearest signal is what shipped, who it helped, and the ownership required to make it real.

6+Years of experience
12+MVPs built
250+Students mentored
9+Freelance projects completed
FORWARD DEPLOYED ENGINEER @ NUVISTAFOUNDER EXPERIENCEAI + PRODUCT + CLOUDENTERPRISE + STARTUP
01 / Selected work

Built from the
problem up.

Products, systems, and experiments I've taken from an early idea toward implementation. Swipe or use the controls to explore.

01 / 07
01AI · Product · Fitness
Macrio AI project preview

Macrio AI

An AI-powered fitness experience designed around conversational interaction, helping people track food and fitness through natural text, voice, and image inputs.

AI workflowsConversational UXProduct
02Computer Vision · Sports Analytics

GameThread

A computer-vision basketball analytics platform that extracts shots, passes, assists, and defensive actions from match video, with timestamped event verification.

YOLOv11DeepSORTPyTorchPose DetectionNorfair
PORTFOLIO PROJECT
03Startup · Interview Tech
Mockmate project preview

Mockmate

Match, mock, grow. Mockmate turns interview preparation into a social experience where users swipe, match, and connect with peers worldwide for live, role-specific mock interviews.

FlutterNode.jsExpressMongoDBFirebase
PORTFOLIO PROJECT
04Startup · Student Community
Anonymate project preview

Anonymate

A safe space for students to share thoughts, confessions, and experiences anonymously through posts, polls, and discussions—encouraging peer support and open communication.

FlutterFirebaseNode.jsMongoDBAWS
PORTFOLIO PROJECT
05Freelance · Real Estate
RealEstateWithYashi project preview

RealEstateWithYashi

A fast, mobile-first real estate website featuring property listings, an agent profile, market insights, dynamic content management, and lead capture for buyer and seller enquiries.

Next.jsRadix UIFirebaseTailwind CSSSEO
PORTFOLIO PROJECT
06Freelance · Home Renovation
Sun Reno & Flooring Ltd. project preview

Sun Reno & Flooring Ltd.

A clean, conversion-focused website for a Canadian renovation company, presenting services, Edmonton-area coverage, testimonials, and free-quote lead capture.

Next.jsJavaScriptTailwind CSSFigmaSEO
PORTFOLIO PROJECT
07Freelance · Construction
DP Home Reno & Construction project preview

DP Home Reno & Construction

A modern responsive website for a Canadian renovation and construction company, showcasing completed work and turning visitor interest into free-quote enquiries.

Next.jsRadix UITailwind CSSFirebase
PORTFOLIO PROJECT
02 / What I do

From “we have a
problem” to production.

My advantage isn't one language or framework. It's taking ownership across the whole path to a working outcome.

01

Understand

Business context, users, stakeholders, and the constraints shaping the real problem.

02

Design

Requirements, architecture, data flows, and a product experience that makes sense.

03

Build

Full-stack systems, AI workflows, integrations, and prototypes that become products.

04

Deploy

Cloud infrastructure, delivery pipelines, observability, and production readiness.

05

Iterate

Stakeholder feedback, product signals, performance, and the next useful improvement.

03 / Experience

A progression of
ownership.

Every chapter, from Canadian co-op internships and independent client work to product building, founding a company, and forward deployed engineering.

SEP 2025 — PRESENT
CURRENT
Full-time

Forward Deployed Engineer

NuVista | Atlanta, Georgia, USA

Business, product, engineering, AI, cloud, and delivery.

08
OCT 2024 — PRESENT
Founder

Founder & CEO

Chaev Services | India · Remote

Product direction, architecture, engineering, and execution.

07
FEB 2024 — SEP 2024
Independent product

Product Builder

Anonymate | Canada

Built an anonymous student community product from concept to implementation.

06
2022 — PRESENT
Independent work

Freelance Software Engineer

Freelance | Remote

Delivered focused web products for real clients and businesses.

05
JAN 2022 — NOV 2023
Full-time

Software Engineer

CGI | Canada

APIs, automation, systems, and dependable delivery.

04
JUN 2021 — SEP 2021
Co-op internship

Junior QA Analyst

CUMIS | Canada

Maintainable software and production work in an enterprise setting.

03
SEP 2020 — DEC 2020
Co-op internship

Full Stack Developer

Autoly | Canada

Built across the front and back end of an automotive startup product.

02
JAN 2020 — APR 2020
Co-op internship

Test Analyst

CIBC | Canada

Built a foundation in quality, systems thinking, and detail.

01
View complete professional history
05 / How I think
“The code is rarely
the hardest part.

Projects rarely fail because nobody could write the API. They fail because the wrong problem was solved, requirements stayed fuzzy, or engineering drifted away from the business.

I prefer to understand the context first—then make the technical decisions.

06 / Capabilities
01

Product engineering

Full-stack systems / SaaS / Mobile / APIs / Product architecture

02

AI & intelligent systems

LLM applications / Conversational interfaces / AI workflows / Automation

03

Cloud & infrastructure

AWS / Serverless / Docker / CI/CD / Production delivery

04

Discovery & delivery

Technical discovery / Requirements / Stakeholders / Prototyping / Iteration

07 / Founder perspective

I've sat on
both sides of the table.

Building my own products changed how I approach engineering. When resources are limited and every decision matters, technology has to serve the product—not the other way around.

That experience made uncertainty, MVP trade-offs, speed versus quality, user feedback, and shipping feel like engineering concerns—not somebody else's job.

Anuj C.