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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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position: relative;
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</style>
<title>Nikil's portfolio</title>
</head>
<body style="background-color: #2d2e32;">
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<div class="menu">
<div class="logo-toggle">
<span class="logo"><a href="#">Portfolio</a></span>
<i class='bx bx-x sidebarClose'></i>
</div>
<ul class="nav-links">
<li><a href="#myskills">Skills</a></li>
<li><a href="#myprojects">Projects</a></li>
<li><a href="#">Blogs(WIP)</a></li>
<li><a href="https://github.com/nikilpatel94" target="_blank">Github</a></li>
<li><a href="#EPM_stats">My Consultancy Career</a></li>
<li><a href="https://topmate.io/nikilpatel94" target="_blank">Have a chat?</a></li>
</ul>
</div>
<!-- <div class="contact-us-btn">
<a href="contact.html" id="conbtn"> Email Me</a>
<i class='bx bx-menu sidebarOpen'></i>
</div> -->
</div>
</nav>
<!-- header start -->
<div class="header-section",id ="Home">
<div class="left-section">
<img class="animated-img" src="imgs/data_startrek3.png" alt="Header Image">
</div>
<div class="right-section">
<div class="intro animatedcard">
<strong><h2 style="color: #64f4ab;">About me</h2></strong>
</div>
<div class="main-text">
<h1>
Hello<br>
I'm Nikil.
</h1>
</div>
<div class="paragraph animatedcard">
<p>I have been working as Planning and Integration consultant for Oracle EPM Cloud and Hyperion platforms.
I recently started working in the realm of Machine Learning and Deep Learning after getting my MSc.
<br>
I am fascinated by anything related to Mathematics, Quantum Physics, Space and Open Source software.
My favourite genres for reading and watching are Sci-fi, Geopolitics and Sitcom.
<br>
I wish I could comprehend complex subjects and play music like Lieutenant Commander Data did, but my curiosity level certainly can match his!
<br>
</P>
<P>
But Why Lieutenant Commander Data?<br>
Here is a conversation of Data(An android- Artificial Life form) and Timothy(a human who wants to be like commander Data) from
Start Trek The Next Generation, episode Hero Worship [5.11], that accurately describes
how a sentient AI being would feel about humanity.
<div class="paragraph animatedcard">
<p>
<blockquote><I2>
Data: <q cite="https://en.wikiquote.org/wiki/Star_Trek:_The_Next_Generation">I have often wished to be human. I study people carefully, in order to more closely approximate human behaviour.</q><br>
Timothy: <q cite="https://en.wikiquote.org/wiki/Star_Trek:_The_Next_Generation">Why? We're smarter and stronger than humans, we can do more than they can.</q><br>
Data: <q cite="https://en.wikiquote.org/wiki/Star_Trek:_The_Next_Generation">But I cannot take pride in my abilities. I cannot take pleasure in my accomplishments.</q><br>
Timothy: <q cite="https://en.wikiquote.org/wiki/Star_Trek:_The_Next_Generation">We never have to feel bad, either.</q><br>
Data: <q cite="https://en.wikiquote.org/wiki/Star_Trek:_The_Next_Generation">I would gladly risk feeling bad at times, if it also meant that I could taste my dessert.</q>
</I2>
</blockquote>
</div>
<br>
<!--<em style="color: #fcfcfc;",font-size=0.3em>© Image Credit by an amazing artist <a href="https://www.reddit.com/user/EnEquinox1522/">u/EnEquinox1522</a></em> -->
<!--<em style="color: #fcfcfc;",font-size=0.3em> © Image Credit: <a href="https://images6.fanpop.com/image/photos/41200000/Data-and-Spot-star-trek-41264508-1280-1628.png">Data and Spot - Star Trek Fan Art (41264508)-Fanpop</a> </em> -->
<em style="color: #fcfcfc;",font-size=0.3em> © Image Credit: <a href="https://assets.datacore.app/crew_full_body_cm_data_spot_full.png">Data and Spot - Star Trek Timelines DataCore</a> </em>
</p>
</div>
</div>
</div>
<!-- cards and skills -->
<section class="skills" id="myskills">
<div class="container" >
<div style="padding: 9% 5em;" class="content-section">
<strong><p style="color: #64f4ab;">About my skills</p></strong>
<h1 style="padding:20px 1.5em; font-size: 36px;">What am I good at?</h1>
<p style="padding: 25px ; font-size: larger ;">I may not be an expert in the field of AI yet, but my impactful career in IT consulting has taught me enough to consider myself a problem solver.
In my experience, a person's aspiration and aptitude are enough for solving any problem.<br><br>
These are list of my skills that may be useful to understand what I am familiar with when it comes to tools and technology!<br>
Also please go through my blogs for my additional work
</p>
</div>
<div class="cards-section">
<div class="card card1 anime" style="background-color: #2d2e32; border: none;">
<!-- Card 1 content goes here -->
<div style="width: 300px; background-color: #25262a; padding: 20px; border-radius: 44px;">
<Strong><h3 style="text-align: center; margin-top: 20px; color: #e8eb33; font-family:monospace;">Models</h3></Strong>
<p style="text-align: center; color: #E8E8E8;font-family:monospace;">CV: CNN,ResNET,GANs,Fast-RCNN
<br>NLP: Transformers, FLAN, GPT2, Sentence Transformers
<br>Explainibilty: LIME
</p>
</div>
</div>
<div class="card card1 anime" style="background-color: #2d2e32; border: none;">
<!-- Card 2 content goes here -->
<div style="width: 300px; background-color: #25262a; padding: 20px; border-radius: 44px;">
<Strong><h3 style="text-align: center; margin-top: 20px; color: #e8eb33; font-family:monospace;">Python + FastAPI + Docker</h3></Strong>
<p style="text-align:left; color: #E8E8E8;font-family:monospace;">Like hundreds of thousands of developers out there,
Python is my go to language of solving any Machine Learning related problem. I deploy my ML applications using FastAPI and Docker.
</p>
</div>
</div>
<div class="card card2 anime" style="background-color: #2d2e32; border: none;">
<!-- Card 2 content goes here -->
<div style="width: 300px; background-color: #25262a; padding: 20px; border-radius: 44px;">
<Strong><h3 style="text-align: center; margin-top: 20px; color: #e8eb33; font-family:monospace;">PyTorch,TensorFlow and NeoGrad</h3></Strong>
<p style="text-align: left; color: #E8E8E8;font-family:monospace;">I develop most of my Deep Learning projects using PyTorch.
Because at some point, I was required to learn it and then I finally understood why!
<br>I have hands-on experience in TensorFlow as well and I am currently exploring
<a href="https://neograd.readthedocs.io/en/latest/" target="_blank">NeoGrad</a>!
</p>
</div>
</div>
<div class="card card2 anime" style="background-color: #2d2e32; border: none;">
<!-- Card 3 content goes here -->
<div style="width: 300px; background-color: #25262a; padding: 20px; border-radius: 44px;">
<strong><h3 style="text-align: center; margin-top: 20px; color: #e8eb33; font-family:monospace;">Machine Learning Packages</h3> </strong>
<p style="text-align: left; color: #E8E8E8;font-family:monospace;"> I call them Paracetamol for ML developers! Everyone needs them!<br>
Numpy(very powerfull!), Pandas, Sklearn,Scipy, Matplotlib, Seaborn,
and Aesara(very unique one!) etc.</p>
</div>
</div>
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<strong><h3 style="text-align: center; margin-top: 20px; color: #e8eb33; font-family:monospace;">OLAP and Multidimensional Data Modeling </h3></strong>
<p style="text-align: left; color: #E8E8E8;font-family:monospace;">I think I am really good at Essbase data modelling, data integrations and automations and financial data analysis.
I consulted several customers from various industries for designing and implementing their planning, budgeting and forecasting business processes using
Oracle Hyperion, Essbase and Oracle EPM cloud platforms.
</p>
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<strong><h3 style="text-align: center; margin-top: 20px; color: #e8eb33; font-family:monospace;">Other Programming Languages</h3></strong>
<p style="text-align: left; color: #E8E8E8;font-family:monospace;">I wouldn't say I am an expert at them but these languages and software that I can understand
and can easily debug codes and develop applications:<br> C, Java, Groovy, Jython, MATLAB, SQL, VB, Excel, Bash and Powershell
</p>
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<h2 class="text-5xl text-white font-bold " style=" font-family:monospace;">Microparticle Characterisation in Medicines Manufacturing
using Self-supervised Learning
</h2>
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<p class="text-white text-lg" style=" font-family:monospace;">This is a computer vision problem from the pharma industry.<br>
When the input is significantly larger and is at microscopic level, the labelling pose a unique set of challenges.
I explored these challenges and a framework developed by Google research, called <a href="https://arxiv.org/abs/2002.05709"><I2>SimCLR</I2></a>
that enables training a RESNET based model without any annotations/labels. <br>
The main objective was to find a solution to the ever challenging problem of accurate labelling and the associated cost without losing the effectiveness.
<br>
My solution resulted in <I2>1.5%</I2> to <I2>~2%</I2> more accurate performance with zero label cost when compared to its supervised counterpart.
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<br><br><br><br><br>
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<h2 class="text-5xl text-white font-bold " style=" font-family:monospace;">Group Research paper on Explainable AI </h2>
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<p class="text-white text-lg" style=" font-family:monospace;">This review thoroughly examines the present landscape of explainable artificial intelligence (XAI) tools,
placing particular emphasis on recent progress in both model-specific and model-agnostic methodologies.
</p>
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<h2 class="text-5xl text-white font-bold " style=" font-family:monospace;">Speech Enhancement using Deep Learning </h2>
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<p class="text-white text-lg" style=" font-family:monospace;">This presentation was part of my coursework in Digital Signal Processing,
where I provided an introductory overview of Speech, discussed components and solutions for Speech enhancements,
and a couple of explored existing solutions that address the issue through Deep Learning.
</p>
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<p class="text-white" style="font-size: 20px;">The quick,
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when MTV ax quiz prog. Junk MTV quiz graced by
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Waltz, bad nymph, for quick jigs vex!</p>
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