Atharva Tayade

Built toRun alone

Job pipeline

Typical daily run

0listings

0leads

7f2abackend engineergreenhouse
7f2bbackend engineerlinkedin
7f2cfull stack developerlever
7f2dsr. backend engineeraggregator
7f2eml engineercareers
7f2fdata engineerashby
7f30full stack developeraggregator
7f31platform engineergreenhouse
7f32ml engineerlinkedin
7f33python developercareers
7f34data engineerrecruiter
7f35api engineerworkday

Three-layer Redis dedupe. The same role posted to a board, an aggregator, and a recruiter feed counts once.

I'm Atharva Tayade, 22.
I build systems that keep running when nobody is watching them. Pipelines, scrapers, and scoring models, plus the web platforms they sit behind.

Bachelor of Engineering (B.E.), Fr. C. Rodrigues Institute of Technology (FCRIT) · University of Mumbai

POWER (Instrumental)

KANYE WEST

Approach

I like the problems that only appear at scale. The duplicate that arrives under a different name. The source that changes its markup overnight. The credit score nobody can defend to a regulator. Most of what I build is meant to survive contact with those while I am asleep, which means the interesting work is in the failure paths, not the happy one.

SelectedWork

Six things I built and can still explain. Three have a screen; three are pipelines, so they show their stages instead.

9 projects

2026

VRI CRED

MSME credit scoring for NBFC underwriters, with an explanation attached to every score.

FastAPIXGBoost

2025

Axiom Designs

Freelance web design and development studio.

FreelanceReact

2025

REFERENCE HUB

500+ developer reference entries, searchable, related by a D3.js graph, and never manually updated.

ReactD3.js

Aakanksha Tayade

Personal portfolio and professional showcase.

FreelanceReactDesign

2025

Aakanksha Tayade

Personal portfolio and professional showcase.

FreelanceReact

Strokes Designs

Creative agency portfolio and services platform.

FreelanceUI/UXNext.js

2025

Strokes Designs

Creative agency portfolio and services platform.

FreelanceUI/UX

JOB PIPELINE

A distributed scraper across 50+ job portals that turns 1,000+ raw listings into 500-750+ deduplicated leads a day.

ScrapyPlaywrightClaude APIRedis

2026

JOB PIPELINE

A distributed scraper across 50+ job portals that turns 1,000+ raw listings into 500-750+ deduplicated leads a day.

ScrapyPlaywright

SCRAPING ENGINE

A site-adaptive crawler holding about a 95% success rate across mixed, hostile sources.

ScrapyPlaywrightPostgreSQLDocker

2025

SCRAPING ENGINE

A site-adaptive crawler holding about a 95% success rate across mixed, hostile sources.

ScrapyPlaywright

OSINT AGGREGATOR

DNS, WHOIS, and public-record aggregation with a PyTorch classifier labelling signals at 89% accuracy.

ScrapyPyTorchFastAPIReact

2025

OSINT AGGREGATOR

DNS, WHOIS, and public-record aggregation with a PyTorch classifier labelling signals at 89% accuracy.

ScrapyPyTorch

IPL PREDICTION

A gradient boosting model on match data, built as a study in calibration rather than a chase for accuracy.

scikit-learnXGBoostpandasPython

2025

IPL PREDICTION

A gradient boosting model on match data, built as a study in calibration rather than a chase for accuracy.

scikit-learnXGBoost

Services

WEB DEVELOPMENT

UX/UI DESIGN

APP DEVELOPMENT

BRAND DESIGN

AUTOMATE

THE

PART

YOU

KEEP

DOING

TWICE

Stack

What I actually reach for, and the work it earned its place on. Nothing is listed here that is not behind something else on this site.

Language

Python

Pipelines, models

LanguagePipelines, models

Language

TypeScript

Client platforms

LanguageClient platforms

Language

JavaScript

Client platforms

LanguageClient platforms

Language

SQL

Everywhere

LanguageEverywhere

Frontend

React

6 shipped platforms

Frontend6 shipped platforms

Frontend

Next.js

Client platforms

FrontendClient platforms

Frontend

Tailwind CSS

Design systems

FrontendDesign systems

Frontend

D3.js

Reference hub

FrontendReference hub

Backend

FastAPI

VRI Cred, OSINT

BackendVRI Cred, OSINT

Backend

Node.js

Client backends

BackendClient backends

Backend

.NET Core

Sumati.io

BackendSumati.io

Database

PostgreSQL

Every pipeline

DatabaseEvery pipeline

Database

Redis

Dedupe, caching

DatabaseDedupe, caching

Database

MongoDB

Client platforms

DatabaseClient platforms

Data

Scrapy

Crawlers

DataCrawlers

Data

Playwright

JS-rendered sources

DataJS-rendered sources

Data

pandas

Feature work

DataFeature work

XGBoost

VRI Cred, IPL

MLVRI Cred, IPL

PyTorch

OSINT classifier

MLOSINT classifier

SHAP

Score explanations

MLScore explanations

Claude API

Classification, drafting

MLClassification, drafting

Infra

Docker

Pipelines

InfraPipelines

Infra

AWS

EC2, RDS, S3

InfraEC2, RDS, S3

Infra

Linux

Everywhere

InfraEverywhere

Infra

Git

Everywhere

InfraEverywhere

Infra

Vercel

This site

InfraThis site

Experience

Freelance since 2023, plus a software internship. Numbers below are the ones I measured, not estimates.

Freelance

2023 — Present · Mumbai

Full-Stack Developer

Built and shipped 6 web platforms (e-commerce, SaaS, client portals) on React/Next.js frontends with FastAPI and Node.js behind them
Set up Stripe subscription billing, JWT authentication, and role-based access control across 3 client projects
Integrated ML inference endpoints into 2 client products

Live

Sumati.io

Jan — Mar 2024 · Remote

Software Engineering Intern

Rebuilt the policy module UI in React with component-level code splitting; page load time dropped 45%, measured in Lighthouse
Added response caching to .NET Core API endpoints, cutting redundant backend calls about 60% on the highest-traffic policy routes
Built a monitoring dashboard tracking request latency, error rates, and service health across 4 microservices

Connect

Let's talk about

atharvaa6918@gmail.com

Elsewhere

github.com/atharvax28 linkedin.com/in/atharvaa6

Based in

Mumbai, India