Open to research collaborations & opportunities

Hi, I'm
Aniket

I'm a

3+ years shipping production software as a full-stack engineer — now researching the frontiers of deep learning, computer vision, and NLP at graduate level.

3+Years Engineering
15+Projects
Curiosity
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Smartworking by nature,
Engineer by choice.

I spent 3+ years building and scaling web products as a fullstack engineer shipping features that real people used every day. That experience gave me a deep appreciation for pragmatic, production-quality code.

In late 2025, I made a deliberate choice to step back and go deeper. I enrolled in a Master's in Data & Computer Science to properly understand the math and systems behind modern AI. Now I build models instead of just calling APIs.

My research sits at the intersection of computer vision, NLP, and practical ML systems. I care about work that generalises beyond benchmark datasets.

🎓
MSc Data & Computer ScienceHeidelberg University · 2025–Present
💼
3+ Years Full-Stack EngineeringMERN · Next.js · TypeScript
🔬
Research FocusCV · NLP · Deep Learning Systems

Tech Stack

Languages
PythonTypeScriptJavaScriptC++C
ML / DL
PyTorchTensorFlowHuggingFaceScikit-learnOpenCV
Web Stack
Next.jsReactNode.jsExpressMongoDB
MLOps & Cloud
DockerAWSFastAPIGit

Currently

Working on understanding core concepts behind Machine Learning and building my content creation presence on YouTube & Instagram.

The path that led here

From writing my first REST API to training transformer models — a linear story of deliberate growth.

MilestoneCurrent

The Pivot → AI & Machine Learning

Heidelberg University · Germany

Made the deliberate decision to transition from software engineering into AI/ML research. Completed deeplearning.ai specialisation, fast.ai, and built 2+ independent ML projects.

PythonPyTorchTensorFlowMath for MLFast.ai
Work

Senior Software Developer

Phonepuff Pvt. Ltd · Remote

Coded more than 50 API endpoints using REST architecture.Lead a team of 6 developers working on 3 website projects using MERN stack.

MongoDBExpressReactNode.jsREST API
Work

(Contract Work) Associate Software Developer

Clixlogix Technologies Pvt. Ltd · Remote

Developed more than 2 frontend projects using ReactJs.Developed more than 100+ REST API endpoints using NodeJs.

MongoDBExpressReactNode.jsREST API
Work

Junior Software Developer

Clixlogix Technologies Pvt. Ltd · Remote

Developed more than 7 frontend projects using ReactJs.Developed more than 100+ REST API endpoints using NodeJs.

MongoDBExpressReactNode.jsREST API
Work

(Intern)

See Plus Pvt. Ltd · Remote

Joined as junior software engineer. Set up API calls using Axios for retrieval and sending of data across application and backend server.

MongoDBExpressReactNode.jsREST API
Education

Bachelor's in Computer Science

Amity University · Uttarpradesh, India

Built strong foundations in algorithms, data structures, operating systems, and databases. Graduated with honours while working on side projects in web development.

JavascriptC++AlgorithmsDatabasesOOP

Projects & Research

A mix of production software and ML research — from fine-tuned transformers to full-stack SaaS products.

In Progress2025

Review Summarizer

Designed and trained a Large Language Model (LLM) from scratch while experimenting with approaches to achieve effective learning with minimal data.

TorchPandasNumpyrouge-scorebert-score
Completed2025

Exploratory Data Analysis

Conducted Exploratory Data Analysis (EDA) on the Kaggle US Accidents dataset to explore trends, visualize patterns, and extract meaningful insights.

PythonNumpyPandasSeabornMatplotlib
Completed2023

BFC_website

A modern one-page web application developed for a tech startup to showcase its product, services, and key information in a streamlined and user-friendly interface

NodeJsExpressJsReactJsMongoDbNextJs
Completed2022

Blending 101

Developed a web frontend and integrated machine learning APIs for a US-based startup platform focused on educating users about preparing healthy smoothies.

TypescriptScssNodeJsExpressJsReactJsMongoDbNextJs
Completed2022

CunoTech

A modern one-page web application developed for a tech startup to showcase its product, services, and key information in a streamlined and user-friendly interface

NodeJsExpressJsReactJsMongoDbNextJs
In Progress2021

PenScanDoc

A mobile application that converts handwritten text into editable, typable digital fonts.

Flutter
Completed2020

Automatic File Organizer

Mini project made using Tkinter in order to help sort and store my files in their respective folders.

PythonTkinter
Completed2019

Cats and Dog Classifier

Developed a deep learning model to classify images of dogs and cats as part of a practice computer vision project.

PythonNumpySklearntensorflow

Thoughts & posts

I write about AI, software engineering, career transitions, and lessons from research. Connect with me.

Time management has been one of the most underrated skills I’ve been forced to develop as a master’s student abroad. Balancing lectures, assignments, presentations, earning, and even everyday responsibilities like cooking, all while living in a foreign country can quickly become overwhelming. At one point, it felt like I was constantly busy yet never fully productive. What surprised me was how a very simple change made a massive difference. I started creating a basic to-do list and spending just one hour per week planning my days. That small habit completely transformed my vision. My productivity increased dramatically, but more importantly, the feeling of actually completing a day instead of just surviving it is something which is everyone should witness. Sometimes, it’s not about working harder. It’s about planning smarter.🧠