// hello world
Rohit T P
Solutions Architect|
I build things at the intersection of software, hardware, and research — Solutions Architect at Lascade, based in Kerala, India.
// about
Who I am
Backend engineer · ML researcher · open-source builder from Kerala
1const rohit = {
2 "role": "Solutions Architect @ Lascade",
3 "prev": "CTO @ Trebuchet Systems",
4 "edu": "B.Tech CS, CUSAT (2020–24)",
5 "based": "Kerala, India",
6 "focus": ["Hardware", "ML", "Research"],
7 // loves FOSS, hates cloud bills
8}
Languages
Frameworks & ML
Cloud & Infra
Rohit T P is a software engineer and researcher based in Kerala, India. He works as Solutions Architect at Lascade, focused on backend systems and machine learning infrastructure. He previously served as CTO at Trebuchet Systems and as a contract researcher at CUSAT and NPOL. He holds a B.Tech in Computer Science from Cochin University of Science and Technology, graduating in 2024. His technical work spans hardware-accelerated machine learning, natural language processing for low-resource Dravidian languages like Malayalam, and open-source infrastructure tools. He created GramUp, a Python tool for unlimited free cloud backup using Telegram's storage API, with over 137 GitHub stars. He built chipon, a transpiler that converts PyTorch neural network models into Verilog HDL for FPGA deployment. His research has been published by Springer and presented at ICAISE 2023. His ORCID is 0000-0002-2064-5020.
Solutions ArchitectLascade
CTOTrebuchet Systems
R&D / Contract DevCUSAT · NPOL
// projects
Things I've shipped
Open-source Python tools, Android apps, hardware projects, and web infrastructure
// research
What I study
// neural-network-hardware-acceleration
Optimal Hardware Generation for Neural Network Acceleration
Hardware generation pipeline for neural network acceleration. Compiling ML models directly to FPGA logic via Verilog transpilation for real-time, low-power inference.
// malayalam-nlp
Multi Block Transformer for Malayalam Language Modeling
Novel multi-block transformer architecture for low-resource Dravidian languages. Addresses morphological richness and script-specific tokenisation challenges in Malayalam NLP.
// ar-vr-systems
Protocol For Dynamic Load Distributed Low Latency AR & VR
Protocol design for distributed rendering in mixed-reality systems. Achieves sub-10ms latency for real-time spatial computing via dynamic load distribution across edge nodes.
// combinatorics
Optimization Technique For Perfect Pairing
Optimization technique for perfect pairing problems in combinatorics — algorithmic approach to matching with constraints.
// fusion360
3D Models
Door Latch
A minimal door latch designed for 3D printing with zero supports. Clean geometry, tight tolerances, and fully functional straight off the print bed — no post-processing required.
// door-latch
Phone Stand
A lightweight, minimal phone stand engineered to use as little material as possible without sacrificing stability. Low print time, solid hold.
// phone-stand
Key Chain
A parametric keychain cube with a customisable letter embossed on each face. Change your initials directly in Fusion 360 parameters — no sketch edits, just type and export.
// key-chain
Stackable Containers
Modular 3D-printable containers that stack on top of each other. Perfect for organising components, screws, or desk supplies. Add as many layers as you need.
// stackable-containers
Venti
A ventilation panel that lets air through while blocking light and sound. Designed for 3D printer enclosures, server racks, or any space that needs passive airflow without noise or light bleed.
// venti
// contact