Aditya singhal
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Aditya singhal

Full Stack & AI/ML Developer (Django · React · React Native · TensorFlow) | Building production ML systems + Gen AI creative pipelines

  • 22 proven skills

“I build production software that ships — not prototypes. Over 1.5 years I've worked across the full stack (Django REST Framework, React, React Native/Expo, PostgreSQL, Redis) while integrating machine learning directly into products real users depend on. My computer vision models run at 98.2% test accuracy with 12ms inference latency in production. My capstone project, MentIQ, is a tri-platform e-learning ecosystem: 21 microservices, real-time WebSocket classrooms, LLM-powered tutoring (Groq + Llama 3), and sub-200ms API response times end-to-end. Alongside engineering, I work as a Gen AI Artist at Teevra Studios, producing commercial-grade AI video and imagery for corporate clients using Higgsfield, Flux Kontext, Adobe Firefly, and Midjourney. Few developers combine deep ML/backend engineering with hands-on generative creative production — I bring both. Stack: Python · Django · React · TypeScript · React Native · TensorFlow · OpenCV · PostgreSQL · Redis · LLMs · Generative AI Currently open to Full Stack, AI/ML, Frontend, and React Native roles at mid-size product companies.”

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Claims you can check

Each card points at something real — open the source and verify for yourself.

  • StatedRésumé

    MentIQ — Tri-Platform AI E-Learning Ecosystem

    Architected a distributed system across iOS, Android, and web with 21 domain microservices and 17 API route groups, sustaining sub-200ms response times under real-time load. Designed caching, search, and async job pipelines powering study planners and flashcards. Integrated LLM tutoring with knowledge graphs, leaderboard, virtual classrooms, Stripe, Cloudinary, and Firebase OTP.
  • StatedRésumé

    Kisan Sathi — AI Agritech PWA for Indian Farmers

    Built an offline-first, multilingual farming PWA spanning crop management, soil-health tracking, livestock/dairy logs, and finance/inventory records in a single SPA. Integrated Gemini Vision for disease diagnosis and spray advisories. Persisted data client-side with an agri-shop, mandi price feed, and transport booking.
  • StatedRésumé

    Mind Matrix — Full-Stack Blogging, Series & Events Platform

    Built a full-stack blogging and event-management platform supporting articles, Series, Seasons, and Episodes. Implemented dual authentication, threaded comments, social likes, automated reading-time, newsletter mailing list, responsive UI with Framer Motion, and offline-first local SQLite fallback.
  • StatedRésumé

    Real-Time Face Recognition & Emotion Detection

    Combined YOLOv8 for real-time face detection and tracking with FaceNet embeddings for identity matching against a known-faces database, live on webcam video. Layered DeepFace to output dominant emotion and gender with temporal smoothing.
  • StatedRésumé

    AI Parking Analytics — Aerial Parking Occupancy Detection

    Built a computer-vision pipeline combining background subtraction, contour detection, and YOLOv8 to detect parked and moving vehicles in drone footage. Auto-derived parking layout, tracked per-slot occupancy, and rendered live overlays on compressed output video.
  • StatedRésumé

    MentIQ

    A tri-platform e-learning ecosystem featuring 21 microservices, real-time WebSocket classrooms, and LLM-powered tutoring (Groq + Llama 3).
  • StatedRésumé

    MentIQ

    Tri-platform AI e-learning ecosystem spanning iOS/Android/web with 21 microservices, Redis + Elasticsearch search/cache, an LLM tutoring service (Groq + Llama 3), live classrooms, Stripe, and Firebase auth.
  • StatedRésumé

    Kisan Sathi

    Offline-first, multilingual (EN/HI/PB) farming PWA with Gemini Vision crop-disease diagnosis, weather-aware spray advisories, IndexedDB persistence with auto-sync, agri-shop, and mandi price feeds.
    Check source
  • StatedRésumé

    Echoes

    Mobile-first travel companion & memory vault — AI-generated itineraries, dual-currency budgeting with live FX rates, and an offline-first journal with photos & voice memos, synced via Supabase Realtime.
    Check source
  • StatedRésumé

    AI Parking Analytics

    CV pipeline for aerial drone footage — YOLOv8 + background subtraction detect parked/moving vehicles, with slot layouts auto-derived from video geometry and live occupancy overlays.
  • StatedRésumé

    AI + Full-Stack Developer Intern @ Netpy Technologies

    Built and deployed 3+ production web applications for enterprise clients integrating ML inference pipelines into backend services. Developed real-time AI features and automated data pipelines reducing manual review cycles. Introduced Pytest-based automated testing and GitHub Actions CI/CD pipelines.
  • StatedRésumé

    Generative AI Artist (Remote) @ Teevra Studios

    Delivered production-quality visual assets for corporate clients by engineering repeatable, parameterized generative pipelines across multi-asset campaigns. Shipped 7+ projects, directed microdrama production, and produced ad creatives using reusable prompt templates and style presets.
  • StatedRésumé

    Junior AI artist @ Teevra Studios

    Delivered 7+ client-ready projects including brand ads, AI-generated microdramas, and corporate campaigns. Built platform-specific prompt systems across Higgsfield, Flux Kontext, Adobe Firefly, Kling AI, and Midjourney. Finished assets via Photoshop and Photopea.
  • StatedRésumé

    AI + Full Stack Developer @ NetPy Technologies

    Built and deployed 3+ production web applications embedding ML inference pipelines directly into backend services. Built React/Chart.js dashboards visualizing live model outputs. Shipped ML features, prediction workflows, endpoints, and automated data pipelines. Introduced Pytest and GitHub Actions CI/CD. Worked in Agile sprints and gained exposure to React Native mobile workflows.
  • StatedRésumé

    AI + Full-Stack Developer Intern @ NETPY TECHNOLOGIES

    Built and deployed 3+ production web applications (React + Django REST Framework), integrating ML inference pipelines into backend services handling real-time requests. Engineered frontend components to visualize AI model outputs in real time, reducing manual review cycles by ~35%. Implemented end-to-end AI/ML features — prediction workflows and automated data pipelines — improving operational efficiency across client-facing applications.
  • StatedRésumé

    Gen AI Artist @ TEEVRA STUDIOS

    Delivering production-quality visual assets for corporate clients by engineering repeatable, parameterized generative pipelines (Higgsfield, Firefly, Flux, Midjourney). Streamlining multi-asset campaign workflows for consistent, on-brand output at scale.
  • StatedRésumé

    Automation Associate Developer

    Certification awarded by ICT Academy
  • StatedRésumé

    Introduction to IoT

    Certification awarded by NPTEL
  • StatedRésumé

    UiPath Academic Alliance Student Automation Developer Associate

    Certification awarded for UiPath Academic Alliance Student Automation Developer Associate.

What Aditya can prove

Proven Unproven

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INTERVIEW-VERIFIED CAPABILITY (PROVEN)SELF-DECLARED STACK
GRAPH NODES: 78 · CONNECTIVITY FACTOR: 0.28
Skill constellation: 78 skills, 0 interview-verified.ADOBE FIREFLYBACK-END WEB DEVELOPMENTBUSINESS ANALYTICSC++CELERYCELERY & CELERY BEATCHART.JSCLOUDINARY CDNCOMPUTER VISIONDATA VISUALIZATIONDEEP LEARNINGDEEPFACEDJANGODJANGO REST FRAMEWORKDOCKERELASTICSEARCHEXCEL/GOOGLE SHEETSEXPRESSFACENETFIREBASEFIREFLYFLUXFLUX KONTEXTFRAMER MOTIONFULL-STACK DEVELOPMENTGEMINI VISIONGENERATIVE AIGITGIT/GITHUBGITHUB ACTIONSGITHUB ACTIONS (CI/CD)HIGGSFIELDHUGGING FACEINDEXEDDB (IDB-KEYVAL)JAVASCRIPTJITSI MEETJWT & OAUTH 2.0KERASKLING AILLMSLLMS (LLAMA 3, GROQ)MACHINE LEARNING & DEEP LEARNINGMICROSERVICES ARCHITECTUREMIDJOURNEYMONGODBNEON (CLOUD POSTGRES)NLPNODE.JSNODE.JS/EXPRESSOPENCVPARAMETERIZED GENERATIVE PIPELINESPHOTOPEAPHOTOSHOPPOSTGRESQLPOWER BIPROMPT ENGINEERINGPYTESTREACTREACT NATIVEREACT NATIVE (EXPO)REDISREINFORCEMENT LEARNINGRENDERRESPONSIVE WEB & PWA DESIGNREST APISSCIKIT-LEARNSOCKET.IOSOCKET.IO/WEBSOCKETSSQLSTREAMLITSTRIPE PAYMENTSSUPABASETENSORFLOWTYPESCRIPTVERCELVITEYOLOV8PYTHON
  • Adobe Firefly: self-declared, 0 evidence items
  • Back-End Web Development: self-declared, 0 evidence items
  • Business Analytics: self-declared, 0 evidence items
  • C++: self-declared, 0 evidence items
  • Celery: self-declared, 1 evidence items, linked to Project: MentIQ — Tri-Platform AI E-Learning Ecosystem
  • Celery & Celery Beat: self-declared, 0 evidence items
  • Chart.js: self-declared, 0 evidence items
  • Cloudinary CDN: self-declared, 1 evidence items, linked to Project: MentIQ — Tri-Platform AI E-Learning Ecosystem
  • Computer Vision: self-declared, 0 evidence items
  • Data Visualization: self-declared, 0 evidence items
  • Deep Learning: self-declared, 0 evidence items
  • DeepFace: self-declared, 1 evidence items, linked to Project: Real-Time Face Recognition & Emotion Detection
  • Django: self-declared, 0 evidence items
  • Django REST Framework: self-declared, 1 evidence items, linked to Project: Mind Matrix — Full-Stack Blogging, Series & Events Platform
  • Docker: self-declared, 0 evidence items
  • Elasticsearch: self-declared, 2 evidence items, linked to Project: MentIQ — Tri-Platform AI E-Learning Ecosystem, Project: MentIQ
  • Excel/Google Sheets: self-declared, 0 evidence items
  • Express: self-declared, 2 evidence items, linked to Project: Kisan Sathi — AI Agritech PWA for Indian Farmers, Project: Kisan Sathi
  • FaceNet: self-declared, 1 evidence items, linked to Project: Real-Time Face Recognition & Emotion Detection
  • Firebase: self-declared, 2 evidence items, linked to Project: MentIQ — Tri-Platform AI E-Learning Ecosystem, Project: MentIQ
  • Firefly: self-declared, 0 evidence items
  • Flux: self-declared, 0 evidence items
  • Flux Kontext: self-declared, 0 evidence items
  • Framer Motion: self-declared, 1 evidence items, linked to Project: Mind Matrix — Full-Stack Blogging, Series & Events Platform
  • Full-Stack Development: self-declared, 0 evidence items
  • Gemini Vision: self-declared, 2 evidence items, linked to Project: Kisan Sathi — AI Agritech PWA for Indian Farmers, Project: Kisan Sathi
  • Generative AI: self-declared, 0 evidence items
  • Git: self-declared, 0 evidence items
  • Git/GitHub: self-declared, 0 evidence items
  • GitHub Actions: self-declared, 0 evidence items
  • GitHub Actions (CI/CD): self-declared, 0 evidence items
  • Higgsfield: self-declared, 0 evidence items
  • Hugging Face: self-declared, 0 evidence items
  • IndexedDB (idb-keyval): self-declared, 0 evidence items
  • JavaScript: self-declared, 0 evidence items
  • Jitsi Meet: self-declared, 1 evidence items, linked to Project: MentIQ — Tri-Platform AI E-Learning Ecosystem
  • JWT & OAuth 2.0: self-declared, 0 evidence items
  • Keras: self-declared, 0 evidence items
  • Kling AI: self-declared, 0 evidence items
  • LLMs: self-declared, 0 evidence items
  • LLMs (Llama 3, Groq): self-declared, 0 evidence items
  • Machine Learning & Deep Learning: self-declared, 0 evidence items
  • Microservices Architecture: self-declared, 0 evidence items
  • Midjourney: self-declared, 0 evidence items
  • MongoDB: self-declared, 0 evidence items
  • Neon (Cloud Postgres): self-declared, 0 evidence items
  • NLP: self-declared, 0 evidence items
  • Node.js: self-declared, 0 evidence items
  • Node.js/Express: self-declared, 0 evidence items
  • OpenCV: self-declared, 2 evidence items, linked to Project: AI Parking Analytics — Aerial Parking Occupancy Detection, Project: AI Parking Analytics
  • Parameterized Generative Pipelines: self-declared, 0 evidence items
  • Photopea: self-declared, 0 evidence items
  • Photoshop: self-declared, 0 evidence items
  • PostgreSQL: self-declared, 1 evidence items, linked to Project: MentIQ — Tri-Platform AI E-Learning Ecosystem
  • Power BI: self-declared, 0 evidence items
  • Prompt Engineering: self-declared, 0 evidence items
  • Pytest: self-declared, 0 evidence items
  • Python: self-declared, 3 evidence items, linked to Project: Real-Time Face Recognition & Emotion Detection, Project: AI Parking Analytics — Aerial Parking Occupancy Detection, Project: AI Parking Analytics
  • React: self-declared, 1 evidence items, linked to Project: MentIQ
  • React Native: self-declared, 1 evidence items, linked to Project: MentIQ
  • React Native (Expo): self-declared, 1 evidence items, linked to Project: MentIQ — Tri-Platform AI E-Learning Ecosystem
  • Redis: self-declared, 2 evidence items, linked to Project: MentIQ — Tri-Platform AI E-Learning Ecosystem, Project: MentIQ
  • Reinforcement Learning: self-declared, 0 evidence items
  • Render: self-declared, 0 evidence items
  • Responsive Web & PWA Design: self-declared, 0 evidence items
  • REST APIs: self-declared, 0 evidence items
  • Scikit-learn: self-declared, 0 evidence items
  • Socket.io: self-declared, 0 evidence items
  • Socket.IO/WebSockets: self-declared, 0 evidence items
  • SQL: self-declared, 0 evidence items
  • Streamlit: self-declared, 0 evidence items
  • Stripe Payments: self-declared, 0 evidence items
  • Supabase: self-declared, 1 evidence items, linked to Project: Echoes
  • TensorFlow: self-declared, 0 evidence items
  • TypeScript: self-declared, 3 evidence items, linked to Project: Kisan Sathi — AI Agritech PWA for Indian Farmers, Project: Kisan Sathi, Project: Echoes
  • Vercel: self-declared, 0 evidence items
  • Vite: self-declared, 1 evidence items, linked to Project: MentIQ
  • YOLOv8: self-declared, 3 evidence items, linked to Project: Real-Time Face Recognition & Emotion Detection, Project: AI Parking Analytics — Aerial Parking Occupancy Detection, Project: AI Parking Analytics

Shipped work

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Getting better, on the record

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Career chronology

Gaps shown honestly — only what's on the record.

Trajectory timeline

  1. Generative AI Artist (Remote)

    Teevra Studios

    2026-05-01

  2. Gen AI Artist

    TEEVRA STUDIOS

    2026-05-01

  3. Junior AI artist

    Teevra Studios

    2026-04-01 — 2026-09-01

  4. Lovely Professional University

    MBA

    2026 — 2028

  5. Lovely Professional University

    Master of Business Administration

    2026 — 2028

  6. AI + Full-Stack Developer Intern

    Netpy Technologies

    2025-08-01 — 2026-08-01

  7. AI + Full Stack Developer

    NetPy Technologies

    2025-08-01 — 2026-09-01

  8. AI + Full-Stack Developer Intern

    NETPY TECHNOLOGIES

    2025-08-01 — 2026-08-01

  9. Lovely Professional University

    B.Tech

    2022 — 2026

  10. Lovely Professional University

    Bachelor of Technology - BTech

    2022 — 2026

  11. Ryan International School

    Intermediate

    2021 — 2022

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