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Selected work

Case studies, not screenshots.

Each one is the real shape of the problem: the situation, the constraint I worked under, the decisions I made (and the ones I rejected), and what actually shipped.

01
E-commerceLive in production

D2C Fashion Storefront with AI Try-On

A direct-to-consumer fashion store shoppers can try on before they buy.

Sub-secondcatalog & listing API responses under loadAI try-onraises fit confidence and cuts size-driven returnsSEO-readyserver-rendered pages indexable from day one
DjangoDjango RESTNext.jsPostgreSQLComputer VisionAWS
02
Real-timeLive in production

Scan2Serve: QR Ordering & POS

Scan-to-order and billing for restaurants, with no app install for diners.

0app installs required for dinersReal-timetickets to kitchen & waiters the moment an order changesMulti-tenantnew restaurants provisioned in minutes
DjangoWebSocketsPostgreSQLNext.jsAWSDocker
03
AILive in production

LLM Customer-Support Automation

Support automation that answers from a company's own knowledge, in production.

Groundedanswers cite the company's own content, not hallucinationsInstantsemantic search across the full knowledge baseDeflectsrepetitive questions before they reach a human
PythonLangChainRAGVector searchFastAPILLM APIs
04
SaaS

AgencyWale: Service Marketplace

A marketplace that connects households with verified service professionals.

One placefor discovery, booking and trackingVerifiedpartner network with ratings built inNo lost leadsevery enquiry has an explicit lifecycle
DjangoPostgreSQLREST APIsAWSDocker
05
SaaS

PaperMaker: Automated Exam Papers

Generate exam papers from a question bank in minutes, not hours.

Minutesto assemble a balanced paperReusableblueprints instead of manual formatting
DjangoPostgreSQLREST APIsFlutterAWS
06
Computer Vision

Real-Time Person Detection & Re-ID

Detect and re-identify people from live camera streams, on screen in real time.

Livedetection rendered on a real-time UIRe-IDrecognises returning individuals
PythonDeep LearningComputer VisionFlaskREST APIs
07
AI

Survey Analysis Platform

Turn mixed survey data into quantitative insight and qualitative highlights.

Multi-modaltext, numeric, image and video in one pipelineSemantichighlights found by meaning, not keywords
PythonNLPFastAPIMongoDBAWS
08
AI

Jobs Classification & Search

Collect and classify job descriptions at scale, then make them searchable.

Parallelcollection across many sourcesSearchablecategorised descriptions via Elasticsearch
PythonWeb ScrapingNLPElasticsearch
Hemant Manglani

Hemant Manglani

Ahmedabad, India

Looking for someone who ships? Let’s talk.

I’m actively looking for a backend or AI engineering role. If your team needs an engineer who can own systems end to end, I’d love to hear about it.

Get in touchhemant.manglani01@gmail.com

Actively looking · Ahmedabad · on-site, hybrid or remote