Open to opportunities

Hi, I'm Vandit Tyagi

Software Engineer at Enterpret building production systems with Go, Python & AWS. Passionate about solving data-driven problems with AI/ML. Kaggle 3x Expert & Open Source Contributor.

10+
Hackathon Wins & Placements
3x
Kaggle Expert
13+
OSS PRs Merged
60+
GitHub Repos

A bit about me

I'm a Software Engineer at Enterpret, where I build production backend systems using Go, Python, and AWS. My work spans NLP pipelines, vector databases, and scalable API services that power customer feedback intelligence.

I graduated from IIIT Naya Raipur with a focus on Data Science & Artificial Intelligence. I'm driven by a deep curiosity for solving data-driven problems — from competitive data science to building real-world ML systems.

Outside of work, you'll find me competing on Kaggle, contributing to open-source projects, or hacking together prototypes at hackathons. I've participated in 100+ hackathons on Devfolio alone and have won prizes at 10 of them.

Education
IIIT Naya Raipur
B.Tech — Data Science & AI
Location
Bengaluru, India
Current Role
Software Engineer (AI/ML) @ Enterpret
April 2025 – Present
Research
Published on arXiv
Video Vision Transformers

Where I've worked

Software Engineer @ Enterpret Apr 2025 – Present
  • Building production backend systems powering customer feedback intelligence
  • Working with NLP pipelines, vector databases, and large-scale data processing
  • Developing and maintaining Go & Python microservices on AWS infrastructure
  • Improving chatbot systems and API services using FastAPI
GoPythonAWS FastAPINLPDocker Kubernetes
Software Engineering Intern @ Enterpret Jan 2025 – Apr 2025
  • Worked on NLP-based models to optimize automation in data filtering and retrieval
  • Built APIs with FastAPI and integrated vector database solutions
  • Contributed to improving chatbot accuracy and response quality
PythonFastAPIChromaDB NLPAWS
Intern @ Swiggy Previously
  • Gained experience at one of India's largest food-tech platforms
  • Worked on data-driven solutions and backend systems at scale
PythonData Engineering
Intern @ Shotlyst AI Previously
  • Built NLP-based models for automation in filtering and information retrieval
  • Worked with NoSQL, SQL, Python, and data analysis tools
NLPPythonSQL NoSQL
Intern @ FutureSmart AI Previously
  • Contributed to AI-driven product features and data pipeline development
  • Gained hands-on experience with machine learning in production
PythonMLData Science

Tech I work with

Languages

Go Python C++ JavaScript SQL

Backend & Infrastructure

AWS Docker Kubernetes FastAPI REST APIs Microservices

AI / ML & Data

NLP Deep Learning Reinforcement Learning PyTorch TensorFlow Computer Vision LLMs

🗂 Databases

PostgreSQL ChromaDB NoSQL Vector Databases DynamoDB

🔨 Tools & Platforms

Git Linux CI/CD GitHub Actions Grafana

🎨 Frontend

React Three.js HTML/CSS Vercel

Things I've built

Autonomous Explorer

Deep Reinforcement Learning-powered autonomous rover that learns to navigate environments. Users draw a track, pick a start point, and watch the AI rover learn to drive itself in real-time.

Deep RLReactThree.jsFastAPIPython

Mane — AI Search

An intelligent search engine powered by AI that delivers contextual, semantic search results. Built as a full-stack application with a modern interface and deployed on Vercel.

PythonNLPAIVercel

SmartLift

AI-powered fitness coach using machine learning for live training tracking and real-time posture detection. Monitors exercise execution and provides instant feedback.

MLComputer VisionPythonPose Detection

Phoenix

EV charging infrastructure placement predictor. Uses data analysis and ML models to identify optimal locations for electric vehicle charging stations.

PythonMLData AnalysisGIS

Watcher

Vehicle tracking and face recognition system built for law enforcement. Combines object detection with facial recognition for real-time surveillance analytics.

Computer VisionFace RecognitionPythonDeep Learning

Trading DSL

A domain-specific language for trading strategies. Write, backtest, and execute trading logic using a clean, purpose-built syntax in Python.

PythonDSLFinanceParsing

Kaggle Profile & Achievements

Global rank 1,408 out of 203,634 (top 0.7%) competitors. Reached Expert Tier in 3 categories — Notebooks, Datasets, and Competitions — with 49 solo competitions entered and multiple top-5% finishes on featured code competitions.

Expert · Notebooks
50+ notebooks published
🗂
Expert · Datasets
28 datasets created
🏆
Expert · Competitions
ARC-AGI, CIBMTR, ICR & more
#1,408
of 203,634 · Top 0.7%
50
Competitions Entered
50+
Notebooks Published
171
Community Upvotes

10x Hackathon Winner

Participated in 100+ hackathons across India and internationally, winning prizes and placements at events hosted by IITs, IIITs, NITs, and Major League Hacking. Total prize winnings exceed ₹1,00,000.

🏆
Winner

INTERRUPT INNOVATE ITERATE (III) Hackathon

Gravity — IIIT Allahabad

Jan 2023
₹40,000
🏆
Winner

ACM HackCON

Guru Gobind Singh Indraprastha University (GGSIPU)

Jun 2023
₹30,000
🏆
Winner

Hack-AI-Thon

Dept. of AI & Data Science — Karpagam College of Engineering

Jun 2023
₹20,000
🏆
Winner — Assam Police Track

Ethos Hackathon — Smart Naka

IIT Guwahati · AI-powered traffic safety & criminal tracking system

Jan 2023
₹20,000
🥈
1st Runner-up

HackNITR 5.0

GDSC NIT Rourkela & Major League Hacking

Mar 2024
🥉
2nd Runner-up

Opinhacks

Major League Hacking

Oct 2023
🥉
2nd Runner-up

Hack The Space

Shri Shankracharya Technical Campus

Sep 2023
🥉
2nd Runner-up — Autonomous Explorer

Hack The Chain

IIIT Kota · Deep RL-powered autonomous rover simulation

Apr 2023
₹4,000
🎖
Top 15

Hackodisha 2.0

Webwiz NIT Rourkela

Sep 2022
🎖
Main Track Finalist

Hackmol 3.0

GDSC NIT Jalandhar

Feb 2022

Open Source Contributions

My open-source journey started during Hacktoberfest with documentation fixes and grew into meaningful contributions to major ML libraries. I was also accepted into the Code4GovTech DMP 2024 program.

unifyai / ivy — 9 merged PRs

Ivy — The Unified AI Framework

Major contributor to Ivy, an open-source unified AI framework that lets you write ML code once and run it across JAX, TensorFlow, PyTorch, and NumPy. Contributed implementations across multiple framework backends.

#11112 #11609 #11043 #12515 #13350 #13409 #13410 #13412
View Project
sktime / sktime — 4 merged PRs

sktime — ML for Time Series

Contributed to sktime, the unified Python framework for time series analysis. Worked on improvements to the core library used by thousands of data scientists.

#6135 #6136 #6154 #6179
View Project
BelonggAI / C4GTDMP — Code4GovTech DMP 2024

Code for GovTech (C4GT)

Accepted into the Code4GovTech DMP 2024 program. Built open-source solutions for government digital public goods and civic technology as part of BelonggAI.

View Project
Open-Speech-EkStep / vakyansh-tts

Vakyansh TTS — Indic Text-to-Speech

Contributed to Vakyansh, an open-source text-to-speech system for Indian languages, part of the EkStep Foundation's initiative for Indic language technology.

View Project
Open-Speech-EkStep / vakyansh-wav2vec2-experimentation

Hindi ASR — Wav2Vec2

Worked on experimentation platform for training and inference with wav2vec2 models for Hindi automatic speech recognition.

View Project
microsoft / Lightweight-Low-Resource-NMT

Low-Resource Neural Machine Translation

Worked with Microsoft's official codebase for comparative study on quantization and knowledge distillation for machine translation models.

View Project

Certificates & Credentials

A collection of hackathon certificates, internship completion letters, and course credentials from events hosted by IITs, IIITs, NITs, Microsoft, and industry partners.

🏆

Ethos Hackathon — Winner

IIT Guwahati · Smart Naka Track · Jan 2023

🏆

Hack The Chain — 2nd Runner-up

IIIT Kota · Autonomous Explorer · Apr 2023

🏆

SmartLift Hackathon

ML-Powered Fitness Coach Project · Feb 2023

🎨

ShutterStories

Design & Creative Competition · Sep 2023

💼

Swiggy — Internship Completion

Official completion letter from Swiggy

💼

FutureSmart AI — Internship

AI/ML Internship Certificate · Nov 2023

💻

Hashmark Certificate

Technical Credential · Dec 2025

Intro to Machine Learning

Kaggle Learn Course Completion · Sep 2022

Machine Learning Certificate

Foundational ML Coursework · Jul 2022

📜

Course Certificate — ML/AI Specialization

Completed May 2023

👨‍💼

Hired Certificate

Professional credential · Jun 2022

📊

Additional Course Credentials

Multiple certificates · 2022–2023

All certificates are available in the shared Drive folder.

View all certificates

Milestones & Recognition

📊

Kaggle 3x Expert

Expert-level recognition across Competitions, Notebooks & Datasets

🏅

10x Hackathon Winner

Won 10 prizes across 100+ hackathons on Devfolio

🌟

CodeChef 5-Star

5-star rating on CodeChef competitive programming

📜

Published Researcher

Video Vision Transformers for Violence Detection — arXiv 2022

🖥

Open Source Contributor

13+ merged PRs to Ivy, sktime, EkStep & Code4GovTech

🏆

171+ Kaggle Upvotes

Community-recognized ML notebooks with 50+ published works

Publications

Video Vision Transformers for Violence Detection

arXiv — September 2022

Presented an innovative approach to automated security monitoring using deep learning-based video vision transformers. The work addresses real-time detection of violent incidents in surveillance footage, incorporating data augmentation techniques to handle limited training data scenarios effectively.

Co-authors: Ghanta Sai Krishna, Sanskar Singh, Sainath Reddy, Shivaibhav Dewangan

Read on arXiv

Let's connect

I'm open to new opportunities, freelance work, and interesting collaborations. Feel free to reach out!