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Open to opportunities · Bengaluru, India

Jesal
Patel.

Senior Software Engineer  ·  AI Infrastructure & Automation

Senior software engineer with 7+ years building large-scale automation frameworks and AI-model evaluation infrastructure. I architect reusable systems adopted across 5+ teams and have validated models up to 70B parameters on cloud AI accelerators. Currently completing a postgraduate program in Generative & Agentic AI at IIIT-Bangalore.

AI / ML Embedded Systems LLM Evaluation Generative AI Python
7+Years SWE
260+Tests automated
70BLLM params
5+Teams enabled
See My Work Résumé Get in Touch
Jesal Patel
01 /  About Me

What drives me

"

दु:खेष्वनुद्विग्नमना: सुखेषु विगतस्पृह: | वीतरागभयक्रोध: स्थितधीर्मुनिरुच्यते

Bhagavad Gita 2.56 — One who is undisturbed by misery, unelated by happiness, free from attachment, fear, and anger — that one is a sage of steady mind. This verse guides how I approach both software and life.

AI / ML Engineering

Validating deep learning models up to 70B parameters on Qualcomm AI accelerators using PyTorch, TensorRT, and LangChain.

Product Engineering

Full end-to-end ownership of PlantPause and KutumbTree — a family-tree SaaS in Python with a RAG-based story generator and agentic relationship suggestions.

Automation at Scale

Automated 260+ test cases with CLI-Jenkins pipelines, cutting manual effort by 98% and accelerating validation by 80%.

Embedded Systems

Deep roots in bare-metal firmware, motor controllers, and hardware validation across ARM, DSP, and TI-C2000 architectures.

02 /  Expertise

Skills & Technologies

A broad stack spanning AI/ML research, embedded firmware, DevOps, and hardware protocols.

Languages

PythonShell / Bash GroovyC

AI / ML

PyTorchTensorFlow ONNXRTCUDA TensorRTHugging Face LangChainRAG Agentic AIOpenCV Letta APIs

OS & Infra

Ubuntu 22.04RHEL 8.6/9.0 CentOS 7AWS AL2 KVMBareMetalWindows

Processor Arch

ARM Cortex M4/M0BCM2835 DSP / NSPTI-TMS320C2000

Protocols

SPII²CUART CANPWMRS485 WiFi 802.11Bluetooth 6.0

Tools & DevOps

JenkinsDocker GitJIRA PowerBIMatlab KiCADLTSpice Code Composer
03 /  Career

Professional Experience

From architecting AI-model evaluation infrastructure to shipping full-stack products end to end.

PlantPause · KutumbTree · EPGP Feb 2026 – Present
Independent Software Engineer & Founder
  • Building PlantPause (plantpause.com), an early-stage brand and product — full end-to-end ownership of product direction, web presence, and engineering.
  • Designed and deployed KutumbTree, a family-tree SaaS (Python, hosted on Railway); building a RAG-based family-story generator and a read-only relationship-suggestion agent with confidence thresholds.
  • Completing an Executive PG Programme in Generative & Agentic AI (IIIT-Bangalore & upGrad) — hands-on with LLMs, RAG pipelines, and multi-agent systems.
Qualcomm India Pvt. Ltd. · Bengaluru Jun 2022 – Feb 2026
Senior Software Engineer
  • Led embedded software validation for Qualcomm Cloud AI100 / AI100U / AI200 accelerators — achieved 85% reduction in card crash incidents.
  • Automated 260+ of 300+ test cases, cutting manual validation effort by 88%.
  • Optimised DSP utilisation to 100% by tuning HVX/HMX operations and eliminating DDR spillage.
  • Built automation pipelines for CV, NLP, and LLMs up to 70B parameters — reduced execution time by 80%.
  • Deployed a CLI + Jenkins UI framework adopted cross-team, eliminating 98% of manual effort.
  • Mentored a 5-member team, led Agile ceremonies, and built a modular profiling framework for deep learning on AI100.
Skandysys Pvt. Ltd. · Bengaluru 2020 – 2022
Software Engineer II — ADAS / Embedded Automation
  • Reduced time-to-market by 30% with a scalable test automation framework for ADAS embedded systems.
  • Increased test coverage by 40%, boosted defect detection by 35%, cut manual testing by 50%.
  • Integrated with CI/CD pipelines, cutting manual intervention by 50% and accelerating deployment by 40%.
GreenVolt Mobility LLP · Ahmedabad 2017 – 2019
President → VP → Development Engineer — Electronic Systems
  • Led hardware/software product development from prototype to production; improved profitability by 15%.
  • Implemented the FAST algorithm on TI C2000 microcontrollers; designed PMSM controllers with ARM Cortex M0/M4.
  • Ran vehicle dyno tests using Raspberry Pi — 30% fewer defects, 50% less manual effort.
04 /  Portfolio

Projects & Highlights

A selection of systems built, frameworks shipped, and problems solved across AI, hardware, and software.

May 2026 · WIP
KutumbTree
Personal Project

A web app to build, visualize, and explore your family tree — making it easy to map generational connections and preserve family history digitally.

Full StackWeb AppLive ↗
2025–ongoing
PlantPause — Mindful Gardening Brand
Personal Project

An early-stage brand and product for urban gardeners, centred on "Grow slow, grow mindful." Built end-to-end — web presence, content blog, and community channel — with full ownership of product direction and engineering.

Full StackWebProduct
Mar 2024
AI Model Accuracy Validation Framework
Qualcomm India

A fully automated pipeline that validates accuracy for CV, NLP, and LLM workloads (up to 70B params) on Qualcomm AI100/AI080/AI200 hardware. What once took days now runs in hours — end-to-end, from model input to accuracy report, via a single CLI command.

PythonJenkinsLLMAI100
Nov 2023
Deep Learning Profiling Framework
Qualcomm India

A modular benchmarking tool that measures latency, accuracy, DDR bandwidth, and power for AI models running on AI100. Replaced ad-hoc scripts with a structured, shareable system — reducing profiling time by 65% and enabling cross-team reuse.

PyTorchONNXRTBenchmarking
Sep 2019
PMSM Motor Controller Validation
GreenVolt Mobility

Automated EV motor controller tests using a Raspberry Pi-based dyno rig. Cut manual testing time by 50% and improved defect detection by 30%. The same engineering discipline I'd later apply at scale at Qualcomm.

CRPiTMS320KiCAD
Apr 2017
3D Printer — Final Year Project
Indus University

Designed and assembled a functional 3D printer from scratch — stepper control, RAMPS 1.4 board, G-code firmware, and custom hardware mounts. A first-principles project that sparked a lifelong love for building things that work.

StepperRAMPS 1.4G-code
Mar 2017
ABU Robocon — Autonomous Robot
MIT Academy, Pune — National Competition

Represented college at a national robotics competition. Designed an autonomous navigation system with real-time motor control and sensor fusion. Competing on a national stage as an undergrad was a defining experience in building under pressure.

Embedded CMotor ControlRobotics
05 /  Learning

Education

Always learning — from embedded systems to generative AI, and everything in between.

Ongoing
Executive PGP — Generative AI & Agentic AI
IIIT-Bangalore
Jan 2026 – Present
Focus: LLM Architecture · Agentic Systems · RAG · AI Product Development
Completed
PG Diploma — Machine Learning & Artificial Intelligence
IIIT-Bangalore & upGrad
GPA: 3.45 / 4.00
Coursework: Deep Learning · AI Systems · Model Deployment
Completed
B.E. — Electronics & Communication Engineering
Indus University, Ahmedabad
GPA: 7.9 / 10
Coursework: Signal Processing · Microcontrollers · FPGA Design
Completed
Diploma — Electronics & Communication Engineering
VPMP Polytechnic (LDRP), Gandhinagar
GPA: 7.0 / 10
Coursework: Embedded Systems · VHDL · Communication Protocols
06 /  Content

On YouTube

I share what I build and learn — from AI projects to Python tutorials — in plain, practical terms.

rubixcodelab
@rubix-coder

A channel about building real things with code — AI/ML projects, Python deep dives, automation ideas, and hands-on tutorials. The kind of content I wished existed when I was learning: practical, direct, and honest about what actually works. From writing your first Python script to fine-tuning language models and building agentic AI systems.

Visit Channel