Skip to content
View ManoharPaturi's full-sized avatar
24 followers · 36 following

Achievements

Achievement: YOLO

Achievements

Achievement: YOLO

Highlights

  • Pro

Block or report ManoharPaturi

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ManoharPaturi/README.md
Manohar Paturi — research engineer for intelligent systems

Profile signal Open source Focus


I build intelligent systems that have to agree with the world outside the notebook.

AI Engineering undergraduate at Amrita Vishwa Vidyapeetham, working across reinforcement learning, computer vision, motion capture, and EEG biosignals. My default mode is to follow an idea all the way from paper, to prototype, to real and imperfect input data.

Question, instrument, model, deploy

Selected work

mocapX1 ↗

MARKERLESS MOTION INTELLIGENCE

A full offline-first motion-capture pipeline: MediaPipe pose detection, stereo DLT triangulation, filtering, joint kinematics, and production-ready exports.

FastAPI React Three.js OpenCV

Self-play RL ↗

AGENTS BUILT FROM FIRST PRINCIPLES

A Tic-Tac-Toe agent trained through self-play with Double/Dueling DQN, NoisyNet exploration, and prioritized experience replay—paired with a minimax baseline.

PyTorch RL self-play

EEG denoising ↗

BIOSIGNALS / LINEAR ALGEBRA

SVD-based EOG artifact removal for real 14-channel Emotiv EPOC X recordings: separating noise structure from neural signal without pretending the data is clean.

MATLAB SVD EEG

projX ↗

OFFLINE MOBILE COMPUTER VISION

A mobile-first OMR evaluation workflow that runs entirely on device: capture, OpenCV bubble detection, answer-key matching, and exportable reports.

Flutter OpenCV on-device

Open source field notes

I contribute the small, sharp improvements that make other people’s software better: fixes, accessibility work, documentation accuracy, and developer experience across AI frameworks, inference tooling, and systems libraries.

Toolkit

Python, C, C++, Java, Dart, TypeScript, PyTorch, TensorFlow, OpenCV, Flutter, FastAPI, React, Three.js, Docker, Linux, Git

Live signal

GitHub profile statistics   Language breakdown



Contribution heatmap



Contribution activity animation

PR contributions

MERGED
mistral-common		 Documentation correction for the experimental usage guide. PR #306 ↗
MERGED
MuJoCo		 Documentation accuracy fixes for a physics-engine reference. PR #3550 ↗
ACTIVE
AstryX		 IME-safe handling for TextInput.onEnter conversion commits. PR #6083 ↗
ACTIVE
NVIDIA NeMo		 Developer-experience fixes across the Run and DataDesigner toolchain. View work ↗

Selected recent work · open the full contribution ledger →


Let’s build something that has to work in the real world.

Email LinkedIn

Designed as a living research log, not a résumé.

Pinned Loading

  1. Chatbot-for-recepies-with-images Chatbot-for-recepies-with-images Public

    Chef Tony — desktop recipe chatbot (Python + tkinter) powered by Gemini 2.0 Flash, with automatic dish photos from DuckDuckGo image search

    Python

  2. D9_MFC4_SVD-BASED-NOISE-REDUCTION-IN-EEG-SIGNALS- D9_MFC4_SVD-BASED-NOISE-REDUCTION-IN-EEG-SIGNALS- Public

    SVD-based removal of EOG artifacts from real EEG recordings (Emotiv EPOC X) — a linear-algebra approach to biomedical signal enhancement, in MATLAB

  3. File-Management-System-Using-Basic-System-Calls-in-C File-Management-System-Using-Basic-System-Calls-in-C Public

    Dual-pane GTK3 file manager in C — listing, mkdir, rename, recursive delete, copy and zip implemented directly on POSIX system calls + libzip

    C 1

  4. mocap_mac mocap_mac Public

    VS7.1 real-time multi-person motion capture with dual-laptop stereo 3D reconstruction — DLT triangulation, kinematics engine, validation pipeline, and Plotly reports

    HTML

  5. MOCAP_MANU MOCAP_MANU Public

    Monocular markerless motion capture workspace — vendored EasyMocap + SMPL fitting, preset CLI, and a FastAPI upload-to-analyze web app

    Python

  6. TIC-TAC-TOE-Player-By-DOUBLE-DQN-MODEL TIC-TAC-TOE-Player-By-DOUBLE-DQN-MODEL Public

    Tic-Tac-Toe RL — Double Dueling DQN with NoisyNet exploration and Prioritized Experience Replay trained by self-play, plus an unbeatable minimax (tkinter & raylib)

    Python