Maunish Dave

AI & Machine Learning Engineer • Backend Engineer • Vadodara, GJ, IN

Django

Python

PyTorch

Linux

React

SciPy

Computer Science

Natural Language Processing

Computer Vision

Web Development

Software Development

Deep Learning

Machine Learning

Tensorflow

Available for hire fromNegotiable

Full-Time Roles

Contracts

I'm a Software/Machine Learning Engineer with three years of diverse experience across AdTech, Neurotech, and Fintech startups.

Here are some of the key highlights of my work: 1. At Gridkey (https://gridkey.in/), I developed and managed 70% of core backend modules for complex fintech software. 2. Designed a cutting-edge Deep Learning model published in Berinstien conference articles, predicting gender using EEG data. [Link: https://abstracts.g-node.org/abstracts/41e9b142-daf6-486f-a1a4-d2436b6ff6cf] 3. Created an innovative NLP model optimizing SEO keywords for tailored ad campaigns. 4. Highest ranked 77 globally in the Notebook category as a Kaggle Master. My expertise spans software development, impactful research, and innovative ML solutions. I'm poised to contribute significantly to your project.

Projects

Dynamic Traffic light management system

Dynamic traffic light management system using Reinforcement Learning to design a model that reduces average waiting time on traffic lights. See More

Face Detection

Face detection using faster RCNN

Work History

Lead Backend Developer

GridkeyMar 2023 - Present • 1 yr 8 mos1. Designed, Created, and maintained all the core modules like stock Holdings of the product in Django 2. Designed, created, and coded the entire ERM for the product with all its flows 3. Created a system to calculate holdings for millions of transactions using celery 4. Created the entire permission engine and access engine for different types of users in the product.

Machine Learning Engineer

NuminousAIAug 2022 - Mar 2023 • 8 mos1. Created a new SOTA model for sex prediction which got accepted in Bernstein Conference 2023 articles. 2. Collaborated with leading EEG researchers and worked on machine learning models for predicting patient outcomes to their mental disorder treatments. 3. Created one of the most robust preprocessing pipelines for processing EEG data. Collaborated with companies to process their EEG data. 4. Created entire tech infrastructure for the company that could be easily scaled.

Machine Learning Engineer

Freelancer on Upwork Sep 2021 - Aug 2022 • 1 yr1. Automated Google Ads campaign creation using machine learning and NLP models. It does the task that takes media analyst days in just 5 mins. 2. Worked on a Reinforcement Learning Model for trading on live stocks and futures, and connecting it to APIs, The client saw a 3% increase in the return as compared to his previous strategy. 3. I worked with clients from 5 different countries within 2 months of my working as a freelancer and received a Top Talent badge on Upwork.

Software/Machine Learning engineer

Excel Enviro TechJan 2021 - Aug 2021 • 8 mos1. Collaborated with environmental engineers to find energy-efficient ways of reducing waste from industries using data analysis and machine learning methods. 2. Developed backend for a website using Django for collecting inspection data of the industries. 3. Automated the task of generating certificates in PDF form for the industry that were handwritten previously.

Software Engineer

Vector SoftwaresJun 2020 - Dec 2020 • 7 mos1. I created a database system for a store inventory project to manage product intake and outtake. 2. Created a custom search tool for searching through the database with numerous search parameters.

How Pangea Works

Effortlessly discover top talent

We’ve distilled the candidate search from endless hours down to just a few minutes. Using Pangea’s AI-powered search tools, you can find top fractional talent able to take on your next project. Our system looks at your company’s niche and your needs to find the perfect match faster than any traditional hiring platform.

Start working with talent today

The top talent on Pangea is ready to get started with you right now. You can message or hire a candidate right from their profile page and start assigning work as soon as they respond. And the best part? Pangea’s fractional contract structure lets you start small and ramp up as your needs change, keeping your costs manageable and your team’s capabliities flexible.

Track work and invoices in one place

Assign tasks, track progress, and complete invoices all on Pangea. We’ve combined every part of the hiring process into one platform to eliminate the miscommunication that’s unavoidable on other freelance platforms. We even send out 1099s to your contractors at the end of the year!

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.

Available Now

Book a Call