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YagantiLohithnathReddy

Full stack to AI to cloud. If it's buildable, I've probably already tried it.

Role
Final year CS undergrad, VIT Vellore
Focus
Full stack, deep learning and computer vision, cloud, hardware
Based
Hyderabad, India
Email MeSee the Work
Lohithnath Reddy, photographed outdoors on the VIT Vellore campus.

What I actually work in.

Nine lanes. Every one has something shipped behind it.

Frontend

7
  • Next.js
  • React
  • Tailwind CSS
  • TypeScript
  • JavaScript
  • HTML5
  • CSS

Shipped in

  • Scientiflow responsive Next.js modules in production
  • NoteBound real-time collaborative React client

Backend

7
  • FastAPI
  • Go Fiber
  • Golang
  • Python
  • REST APIs
  • WebSockets
  • JWT

Shipped in

  • NoteBound 3-tier distributed backend on GoFiber and WebSockets
  • DocScribe FastAPI speech to structured clinical data
  • NFC Smart Shuttle API latency held under 100ms
  • Scientiflow FastAPI REST integration across services

Mobile

3
  • Flutter
  • Dart
  • Push notifications

Shipped in

  • DocScribe 1-click PDF prescription client
  • FocusZone 24/7 remote monitoring dashboard
  • NFC Smart Shuttle live trip tracking

Deep learning and CV

9
  • PyTorch
  • TensorFlow
  • CNN
  • RNN
  • LSTM
  • Transformers
  • GANs
  • Computer Vision
  • NVIDIA DGX

Shipped in

  • IIT Delhi 20+ video restoration architectures analysed
  • IIT Delhi deraining pipelines validated on 5,000+ CCTV feeds
  • RainMark now a granted patent

LLMs and RAG

7
  • Ollama
  • Qwen
  • Gemini API
  • Retrieval-Augmented Generation
  • ChromaDB
  • Prompt Engineering
  • Generative AI

Shipped in

  • DocScribe 3-stage NLP extraction pipeline on local Qwen
  • NoteBound RAG service over 1,000+ document embeddings
  • IBM Generative AI Certification, issued Jul 2025

Data and databases

5
  • PostgreSQL
  • CockroachDB
  • ChromaDB
  • SQL
  • Vector Databases

Shipped in

  • NoteBound fault-tolerant CockroachDB cluster
  • NFC Smart Shuttle PostgreSQL under variable load

Cloud and infra

5
  • AWS
  • EC2
  • Auto Scaling
  • Docker
  • Cloud Computing

Shipped in

  • NFC Smart Shuttle FastAPI and PostgreSQL on EC2 with Auto Scaling
  • NoteBound 5+ containerized microservices under Docker

Hardware and IoT

4
  • ESP32
  • ThingSpeak
  • RFID and NFC
  • Sensor telemetry

Shipped in

  • FocusZone ESP32 rig streaming 4 live telemetry metrics
  • NFC Smart Shuttle RFID tap-to-pay flow wired end to end

Leading and shipping

7
  • Leadership
  • Team Management
  • Public Speaking
  • Project Management
  • Hosting Events
  • Figma
  • Blender

Shipped in

  • Animation Club VIT Core Member to Vice Chairperson to Secretary
  • Yantra Central Hack 2025 winner in the Best Civil Team category
  • Smart India Hackathon 2025 qualifier

Four builds, four stacks.

An LLM pipeline, a sensor rig, a distributed backend, and a transit payment system.

DocScribe

AI prescription generation assistant

Physicians dictate, and a finished prescription PDF comes out the other end. No typing in the middle.

  • FastAPI
  • Ollama
  • Qwen
  • Flutter

Data path

  1. 1Physician dictation
  2. 2Speech to text, FastAPI
  3. 33-stage NLP on local Qwen
  4. 4Ready-to-print PDF

FocusZone

Cognitive workspace optimization

Why do you focus better on some days than others? This answers it with sensor data instead of a guess.

  • ESP32
  • Flutter
  • FastAPI
  • Gemini API
  • Random Forest

Data path

  1. 1ESP32 rig, 4 telemetry metrics
  2. 2FastAPI ingest
  3. 3Random Forest and Gemini
  4. 4Flutter dashboard, 24/7

NoteBound

AI collaborative learning platform

Shared notes that you can still find things in later. Co-edit in real time, then ask the notes a question.

  • Golang
  • Python
  • React
  • FastAPI
  • CockroachDB
  • ChromaDB

Data path

  1. 1React client, live co-editing
  2. 2GoFiber and WebSockets
  3. 3Fault-tolerant CockroachDB
  4. 4RAG over 1,000+ embeddings

NFC Smart Shuttle

Tap and go payment system for transit

Tap a card, board the shuttle. No cash, no ticketing queue, and the tap has to feel instant.

  • Flutter
  • FastAPI
  • PostgreSQL
  • AWS
  • Docker

Data path

  1. 1RFID or NFC tap
  2. 2Zero-trust JWT auth
  3. 3FastAPI on EC2, autoscaled
  4. 4Live tracking under 100ms
Give me a weird problem and a weekend and I will probably have a rough version running by Sunday.

I do not believe in staying in one lane. Frontend, backend, mobile, AI, deep learning, computer vision, LLMs, RAG, databases, cloud. If it is software, or hardware when the budget allows, I want to know how it works and then build something with it. That is not a strategy. It is just how my brain works.

Still more excited about the next thing I have not built yet than about anything I already have.

I take ownership.

Whatever I have built, I own end to end. Not just the code, the outcome.

I lead naturally.

Put me in a team and I end up guiding it. Not because I ask to. It just happens.

I learn fast, and I learn everything.

New stack, new tool, new domain. I will figure it out and probably enjoy doing it.

Where I’ve been.

2025

Indian Institute of Technology, Delhi

Research Intern

Apr 2025 to Dec 2025, 9 months. New Delhi, hybrid.

  • Analyzed 20+ video restoration architectures across CNN, LSTM and Transformer paradigms to find the strongest approach to rain-streak removal.
  • Built and validated deraining pipelines on 5,000+ real-world CCTV surveillance feeds.
  • Ran training workloads on multi-GPU NVIDIA DGX clusters to process multi-gigabyte datasets at scale.
  • Co-developed RainMark, a fully automated framework for real-time rain-streak detection, now a granted patent.

2025

Scientiflow

Full Stack Developer, Internship

May 2025 to Jul 2025, 3 months. Vellore, remote.

  • Shipped responsive Next.js modules.
  • Integrated FastAPI REST APIs across backend services.

2024

Animation Club, VIT

Core Member to Secretary

2 years 7 months. Vellore, on-site.

  • SecretaryJan 2026 to present
  • Vice ChairpersonJan 2025 to Dec 2025
  • Core MemberMar 2024 to Dec 2024

2023

Vellore Institute of Technology

B.Tech, Computer Science and Engineering

Jan 2023 to May 2027.

2021

Sri Chaitanya College of Education

Intermediate, Maths, Physics and Chemistry

Jul 2021 to Apr 2023.

2020

Sri Chaitanya Techno School, SR Nagar

10th Standard

Apr 2020 to Apr 2021.

What’s on paper.

A Method and System for Quantitative Detection of Rain Streaks

It came out of RainMark, the rain-streak detection framework co-developed during the research internship at IIT Delhi.

Patent number
IN-202641053732-A
Granted
15 May 2026

Winner, Yantra Central Hack 2025

VIT, Feb 2025

Best Civil Team, for an advanced traffic control system for urban road networks, built from scratch inside the hackathon window.

View Repository

Qualifier, Smart India Hackathon 2025

VIT, Aug 2025

Cleared the internal filtering round for one of India's largest national hackathons.

IBM Generative AI Certification

IBM, Jul 2025

Generative AI and prompt engineering. Credential ID Yl1hwOq9Pa.