Leading with curiosity, building with code.
NirmanPatel
Curious about the future. Focused on building what matters today.
+ About
Behind the work.
A quick look at who am I, what I focus on, and the tools I reach for!
Fig. 01 — ProfileJawai
Hey there,
I'm into tech, good coffee☕, and building things that matter. Always learning something new along the way😁
Deep Learning
Neural nets, transformers, LLMs
AI/ML Systems
Training, inference, deployment
Quant Finance
Algorithmic trading, risk management
Quantum Circuits
Variational classifiers, QML development
Stack — tools I ship with
Render
W&B
OCI
HuggingFace
Modal
Sanity
React
Next.js
TypeScript
Node.js
RenderW&BOCIHuggingFaceModalSanityReactNext.jsTypeScriptNode.jsCurrently Working On
Multiplicative Noise Removal From Satellite Data using Score-Based Models with Langevin Refinement 🛰️◆Multiplicative Noise Removal From Satellite Data using Score-Based Models with Langevin Refinement 🛰️◆Multiplicative Noise Removal From Satellite Data using Score-Based Models with Langevin Refinement 🛰️◆Multiplicative Noise Removal From Satellite Data using Score-Based Models with Langevin Refinement 🛰️◆Multiplicative Noise Removal From Satellite Data using Score-Based Models with Langevin Refinement 🛰️◆Multiplicative Noise Removal From Satellite Data using Score-Based Models with Langevin Refinement 🛰️◆Multiplicative Noise Removal From Satellite Data using Score-Based Models with Langevin Refinement 🛰️◆Multiplicative Noise Removal From Satellite Data using Score-Based Models with Langevin Refinement 🛰️◆
+ Selected Work
Featured projects.
A cross-section of what I've shipped — AI/ML systems, quantum tools, and full-stack apps.
+ Academic Record
Coursework.
Any course, one running theme: turning uncertainty into something computable.
MathGrade A+
Linear Algebra & Probability
Developed a strong mathematical foundation through linear algebra and probability, covering vectors, matrices, eigenvalues, eigenvectors, linear transformations, and vector spaces alongside probability theory, random variables, probability distributions, conditional probability, Bayes' theorem, expectation, variance, and statistical inference. Applied these concepts extensively in machine learning, optimization, quantum computing, and data-driven decision making.
MatricesEigenvaluesBayesStatistics
+ Timeline
Experience so far.
Research, internships, and the things I showed up for in the free time.
Jul 2026 - Present
Jul 2026 - Present
Markets
VC Leads
Strategies
Founding Market Research Analyst
Asssistive AI
Driving market research, investor prospecting, and competitive analysis enabling positioning & early-stage growth.
MarketsVC LeadsStrategiesHUB71
June 2026 - Present
June 2026 - Present
RAG
LangChain
Flask
AI/ML Developer
Seravion Connect
Building a secure multi-tenant Text-to-SQL RBAC RAG agent for an ERP with OCR, intelligent routing, and ML engine.
RAGLangChainFlaskPostgreSQL
2025 — Present
2025 — Present
OpenCV
UNet Arch
Denoising
Research Assistant
Mahindra University
Working under Prof. Mahipal Jetta (Dean, Dept. of Mathematics) on generative denoising for satellite imagery.
OpenCVUNet ArchDenoisingPython
Jul – Sep 2025
Jul – Sep 2025
LLMs
RAG
Automation
GenAI Automation Intern
Akai Space
Built GenAI pipelines to automate repetitive ops and content workflows. Helped with data annotation and fine-tuning.
LLMsRAGAutomationPython
Apr – Jun 2025
Apr – Jun 2025
Next.js
Tailwind
Figma
Web Development Intern
Leo9 Design & Digital Studio
Developed responsive landing pages & web apps for clients. Collaborated with designers to implement Figma mockups.
Next.jsTailwindFigmaSEO
2024 — Present
2024 — Present
Matlab
Blender
Raspberry Pi
Software Dev — Aero Club
Drones & RC Planes
Designed flight-control & payload scripts for drones and RC planes. Represented university at SAE Southern Challenge.
MatlabBlenderRaspberry PiPython
2023 — Present2023 — Present
Discipline
Team Sport
Consistency
Relay & Long Jump Athlete
University Athletics Team
Competing at the university level in track and field and won laurels at intra-college tournaments.
DisciplineTeam SportConsistency
+ Field Notes
Research station.
A running log of what I'm reading, listening to, and building on the side.
Apple Music
Listening On Loop
A running playlist for deep-work sessions.
AI · Business
Google just redesigned the search box for the first time in 25 years — here’s why it matters more than you think.
For a quarter century, the Google search box has been one of the most recognizable interfaces in computing: a thin white rectangle, a blink…
Apple Podcast
Why the Next Hit AI Product Will Be Social Why the Next Hit AI Product Will Be Social (Best of the Pod)
Most consumer AI so far has been single-player: you and a chatbot, alone. Benchmark partner Sarah Tavel, one of Pinterest's first 30 employ…
Research Paper
MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation
Recent advances in video diffusion models (VDMs) have enabled high-fidelity video synthesis. However, generating mirror reflections remains…
Side Project
Pharmacy Management
SQLite3 + Tkinter — local project.
AI · Tools
Embattled hedge fund Situational Awareness invests $400M in chip startup Source Foundry
The AI-focused hedge fund is still making some big bets.
+ FAQQuestions,
Questions,
answered.
Everything you might want to know before reaching out. Still curious about something? The contact form is one section up.
C, Python, and the core ML stack — LangChain, OpenAI, Hugging Face. Frontend: Figma, React, Next.js, Tailwind. Backend: Node.js, SQLite3, FastAPI, and Supabase.
Start by understanding the actual problem, then research the right technologies for it — not the trendiest ones. Iterative development, continuous learning throughout.
Technical depth paired with creative problem-solving. Working across both frontend and backend means I see the full system and design cohesive solutions, not isolated pieces.
Constantly exploring new tools, contributing to research projects, and staying active in the developer community. Continuous learning is non-negotiable in this field.
Yes — open to remote internships and select freelance work in AI/ML and full-stack. The contact form above reaches me directly.
+ Get In Touch
Let's connect.
A Letter
From me to you
Hey there,
Grateful that you made it till here. Hopefully you enjoyed scrolling through my small corner of this big internet.
I'm not precious about the tools. I care whether the thing works, whether it's honest about its limits, and whether someone else could pick it up. If that overlaps with what you're building, feel free to reach out.
Nirman Patel
Thanks & Regards
Local Time
Ready to build the future?
Let's create something extraordinary together.
Building in public — HuggingFace🤗View profile ↗
Agents
RL Trading Agent 📈
Compare stock strategies with live data
Model
a2c-PandaReachDense-v3 🐼
Reinforcement Learning · Jun 24
Model
taxi-v3 🚕
Reinforcement Learning · Apr 19
Agents
RL Trading Agent 📈
Compare stock strategies with live data
Model
a2c-PandaReachDense-v3 🐼
Reinforcement Learning · Jun 24
Model
taxi-v3 🚕
Reinforcement Learning · Apr 19
Agents
video-to-text-labelling 🎞️
Generate text captions from videos
Model
ppo-LunarLander-v2 🌙
Reinforcement Learning · Jun 24
Model
q-FrozenLake-v1 🧊
Reinforcement Learning · Apr 19
Agents
video-to-text-labelling 🎞️
Generate text captions from videos
Model
ppo-LunarLander-v2 🌙
Reinforcement Learning · Jun 24
Model
q-FrozenLake-v1 🧊
Reinforcement Learning · Apr 19
Agents
semantic-book-recommender 📚
Find books that match your mood
Model
Reinforce-CartPole-v1 🎯
Reinforcement Learning · Jun 24
Model
llama-risk-compliant 🦙
GDPR audit · Jan 5
Agents
semantic-book-recommender 📚
Find books that match your mood
Model
Reinforce-CartPole-v1 🎯
Reinforcement Learning · Jun 24
Model
llama-risk-compliant 🦙
GDPR audit · Jan 5
Model
Reinforce-PixelCopter 🚁
Reinforcement Learning · Jun 24
Model
dqn-SpaceInvaders-v4 👾
Reinforcement Learning · Apr 20
Model
Reinforce-Pixelcopter-PLE 🕹️
Reinforcement Learning
Model
Reinforce-PixelCopter 🚁
Reinforcement Learning · Jun 24
Model
dqn-SpaceInvaders-v4 👾
Reinforcement Learning · Apr 20
Model
Reinforce-Pixelcopter-PLE 🕹️
Reinforcement Learning
© 2026 Nirman Patel — designed & built by hand.
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