Hey! I'm
Madhav Gautam
R&D Engineer | ML Engineer | Full-Stack Developer
My Public Profiles ^
About Me
A snapshot of my recent work across scientific ML, cloud data infrastructure, AI tooling, and shipped software products.
Bio
I'm a Computer Science graduate from VIT Chennai, currently working as a Research Officer at A*STAR's Quantum Innovation Centre in Singapore. My work spans scientific ML pipelines, multi-terabyte ETL and data lake architecture on AWS, anomaly detection for time-series data, and shipped full-stack products. I enjoy moving between research code, infrastructure, and product surfaces, and I bring a systems-first mindset shaped by hands-on experience across ML, backend, frontend, and developer tooling.
Gender
Male (He/Him)
Languages
Hindi (Native) English (Professional) French (Limited Proficiency)
Skills
Python, TypeScript, Next.js, React, PyTorch, TensorFlow, AWS (EC2/S3/Lambda), Docker, Prisma, PostgreSQL, Nest.js, Flutter, CoreML, SQLite, LangChain, RAG, and OpenAI/Anthropic APIs
Hobbies
Listening to podcasts and videos on things by Linus Tech Tips, MKBHD, 3Blue1Brown and Veritasium on YouTube, Trekking/Hiking, Working Out, Reading Books, and Listening to Music
Goal
Currently looking for full-time roles in Pune or Mumbai starting in late June 2026 or July 2026 across AI/ML engineering, software engineering, data engineering, and GenAI product development.
Research Engineer
I work at the intersection of scientific computing, ML validation, and cloud infrastructure. Recent work has included designing AWS-backed ETL pipelines, profiling large magnetometer datasets, building calibration-aware preprocessing systems, and validating anomaly-detection baselines on GPU compute for the GNOME dark matter detection network.
AI Builder
I like building with modern AI tooling end to end, from model selection and data pipelines to RAG systems, agent workflows, and production integration. I actively work with OpenAI and Anthropic APIs, LangChain, vector databases, and agent-context patterns that make systems easier to operate and extend.
Full-Stack Developer
I have built and shipped products across web, mobile, backend, and browser-extension surfaces. That includes production commerce systems, iOS ML integrations, secure APIs, payment workflows, and resilient client-side runtimes, with a focus on shipping useful software that holds up outside of demos.
Education
My education has been diverse and includes a combination of formal schooling, undergraduate studies, and engagement with various learning platforms. Since 2020, I have participated in different educational endeavors, ranging from traditional schools to online learning platforms. Below, you will find information about my schools, undergraduate institution, and other educational sources that have contributed to my knowledge and skills development.
Vellore Institute of Technology
BTech in Computer Science Engineering with Specialisation in Artificial Intelligence and Robotics
awarded by Vellore Institute of Technology
2021 - 2025
Flutter And Dart - The Complete Guide [2023 Edition]
awarded by Academind By Maximillian Schwarzmüller - Udemy
2023
Advanced Cpp Training
awarded by Spoken Tutorial Project at IIT Bombay
2021
Navy Children School - Delhi
CBSE Board Exam - Class 12th
Combined Maths, Physics, and Chemistry
2021 - 92%
CBSE Board Exam - Class 10th
Passed with distinction - 91%
2019
Experience
This section highlights my work across research engineering, ML systems, and product development, from scientific data pipelines to shipped applications.
A*STAR | Quantum Innovation Centre (QInC), Singapore
Research Officer
January 2026 - Present
At A*STAR, I design the Singapore-side cloud and ML stack for the GNOME dark matter detection project. My work includes building multi-terabyte ETL pipelines and AWS data lake workflows, profiling 347k raw HDF5 files across 9 stations, reproducing SR5/SR6 reference outputs to >99% fidelity, and validating anomaly-detection feasibility with an LSTM baseline on T4 GPU compute.
CR3ATE.AI | United States
Developer Intern
January 2025 - December 2025 (Remote)
At CR3ATE.AI, I worked across ML, computer vision, iOS, and backend systems. I built CoreML blur-detection models for real-time iOS capture flows, shipped the production iOS app and web/backend stack, automated 3D Gaussian splat reconstruction workflows through Hive API integrations, and supported secure uploads and processing with Nest.js, AWS Lambda, S3, MongoDB, and Firebase Auth.
HCLTech | Lucknow
Software Development Intern (Flutter)
4 October - 4 December 2023
As a Software Development Intern (Flutter) at HCLTech, I shipped an accessibility-first "Elderly User Manual" app for seniors with larger typography, high-contrast themes, clearer touch targets, and step-by-step smartphone task guidance. I owned the UI, implementation, testing, and pilot iteration in short Agile cycles shaped by user feedback.
WESEE | Ministry of Defense, New Delhi
Software Development Life Cycle Process Intern
10 August - 23 September 2023
As an SDLC Process Intern at WESEE (Ministry of Defence), I designed, developed, and integrated secure communication applications in Qt/Qt Creator for internal deployments. These applications enabled real-time data exchange over UDP and TCP/IP while maintaining secure offline persistence using SQLite. I implemented receiver-side control logic to safely execute actions based on validated command messages and integrated custom functionality into existing in-use software without disrupting system behavior. The work was performed independently in a secure, resource-constrained environment with careful documentation, and I actively participated in workshops and seminars to strengthen technical depth and professional practice.
Projects
These projects reflect the work I want to be hired for: applied ML, research engineering, full-stack product delivery, and systems work that holds up beyond a prototype.
Nandiniz'Aura - Production E-Commerce Platform
Next.js, TypeScript, PostgreSQL, Prisma, NextAuth, Razorpay, Resend, Vitest
2025 - Ongoing
I built a full-stack production commerce platform for a small business with a public storefront, admin dashboard, checkout, order management, analytics, role-based auth, and protected APIs. The system includes 21 API routes, Razorpay webhook verification, CSRF handling, transactional email, and a 28-file test suite for API, auth, payments, and middleware coverage.
Video Grabber - Chromium MV3 Browser Extension
TypeScript, React, ffmpeg.wasm, OPFS, Chrome Extension APIs
2026
I re-architected Video Grabber from a server/VPS model into a strict client-side Chromium MV3 extension using a background worker, offscreen ffmpeg runtime, OPFS checkpoints, and resumable jobs. The project also includes a deterministic error taxonomy, recovery matrix, and policy-aware distribution strategy for open-source unpacked installs.
Cardiac MRI Classification (Comparative Study)
Technologies: Deep Learning - MobileNetV2, ResNet152V2, DenseNet201, InceptionV3
January 2025 - May 2025
This project applies deep learning to classify Cardiac MRI scans using MobileNetV2, ResNet152V2, DenseNet201, and InceptionV3 on a dataset of about 63k images. It explores transfer learning, augmentation, class weighting, a spatial attention block, and an attention ensemble, with reproducible training, evaluation plots, saved checkpoints, and the accompanying paper.
Devfolio
My Developer Portfolio
2025 - 2026
This portfolio is a living product for presenting my work clearly and updating quickly as my experience evolves. I rebuilt it from Flutter to Next.js while preserving the original visual structure, and I use it as a lightweight system for curating projects, experience, and the kind of roles I am actively targeting.
Extra-Curriculars
Engaging in extracurricular activities has enriched my professional journey by fostering essential soft skills, such as leadership, teamwork, and time management. These activities demonstrate my proactive approach to personal growth and highlight my ability to balance multiple commitments. Additionally, they have provided networking opportunities and showcased my passion and dedication in specific areas of interest. Overall, my involvement in extracurricular activities enhances my professional role by contributing to a well-rounded skill set and a diverse perspective.
Voyage E-Summit 2024
Admin - Social Media and Content Head
January 2024 - August 2024
The Voyage E-Summit, held from August 12-14, 2024, at VIT Chennai, was an entrepreneurial event designed to inspire and equip attendees with tools to excel in starting and growing ventures. It featured a hackathon, a startup conclave with panel discussions, pitch competitions, and mentoring sessions, along with insights from renowned speakers like Kumar Vembu and Ankur Warikoo. The summit fostered networking, skill-building, and exposure to the latest trends in entrepreneurship and digital marketing.
IEEE Computer Society VITC
Advisory Board Member, Design Head
January 2024 - September 2024
IEEE Computer Society VIT Chennai is a dynamic community dedicated to learning, creating, and exploring. Fueled by a shared passion for technology, we thrive on overcoming challenges and empowering members to innovate. Our focus on mutual learning and growth is the key to solving today's problems and preparing for a brighter future.
Enactus (VIT Chennai)
Video Editor - Creative Team
March 2022 - January 2024
Enactus is a network of leaders committed to using business as a catalyst for positive social and environmental impact. We educate, inspire, and support young people to use innovation and entrepreneurship to solve the world's biggest problems.
Navy Children School
Served as a Prefect on the School's Prefectorial Board
Navy Children School - Delhi
2019 - 2020
Editorial Board Member for the School's Online Newsletter
Navy Children School - Delhi
2019 - 2020
Managing Team - School Annual Day
Navy Children School - Delhi
2019
Navy Children School (contd.)
Managing Team & DJ - Farewell
Navy Children School - Delhi
2019
Inter-School Nukkad Natak (Street Play) Competition - Qualified for Zonals
Navy Children School - Delhi
2018
English Extempore Competition - Silver Medalist
Navy Children School, NSB - Vishakhapatnam
2016
Contact
Thanks for taking the time to check out my portfolio! Feel free to ask me anything or start a conversation. I love meeting new people, so don't hesitate to reach out to me on social media. If you need to discuss something important, just shoot me an email, and I'll do my best to get back to you within 12 to 24 hours.
Send me an email at
My Public Profiles ^