ADYA PRASAD

Deep Learning · Language Models · Reinforcement Learning
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ABOUT ME

I started with Python backend development and have since narrowed my focus to reinforcement learning, multi-agent coordination, and multimodal model architectures, not because these are the trending areas, but because they sit closest to the questions I genuinely love to deep dive.
On the applied side, I focus on building ML and DL tools and apps for the Indian market and Indian hustlers, as this resonates with me a lot. I am currently seeking a research affiliation or internship to can contribute and learn more: RL and multimodal ai architectures. Willing to do the hard and adaptable work required for real research.


A soul, interested in the intersection of backend dev, ML research, data story telling, and entrepreneurship

EXPERIENCES

Developer and web administrator at NowTreat (Healthcare)

2023 - present
  • Collaborated with the founder, assisting staffs and marketing team to develop a patient-centric website, for ease of adaptability, used the Wordpress cms with a custom plugin for easy appointment booking, pre-/post-care guide.
  • Build a patient feedback and assistance loop to seek feedback, provide treatment guidance, and improve patient engagement.
  • With an optimised website and integrated feedback with marketing workflows, resulting in a 25% increase in clinic footfall through organic and paid digital marketing conversions

Freelance web and app developer

2021 - present
  • Worked with local enterprises, proprietors, and small businesses to understand requirements, analyse market and competitor insights, and deliver tailored, researched data, e-commerce applications, web platforms, and automation solutions (using n8n) aligned with their vision.
  • Successfully delivered 10+ projects, including: Rajeshwari Asha Enterprises (application for monitoring orders and throughput), Aditya Pathology (automated scheduling and customer notification system), Yatidhara [fmcg company]
  • Learn to handle end-to-end development lifecycle across multiple concurrent projects, communication with the clients, and understood problem faced by small cities founder

Founder (Developer and Author) of a STEM educational website: indiecore.in

2022 March - 2024
  • Run and manage a STEM educational website, specially focused on high school and intermediate students to provide free of cost study material for their exam preparation, computer skills, and reasoning skills development
  • Create 500+ resources and materials: blogs, webstories, quizzes, mock tests, pdfs and flashcards. Achieved 1 million plus impressions and than 200k traffic
  • Built with WordPress and custom plugins, Grow the application with 'Search Engine Optimization' and organic marketing os social platforms and forums

TA of fundamental of CA subject for freshers in college

2022 feb - 2022 may
  • Assistant TA for freshers, in fundamentals of computer application (an extracurricular subject), contributed to quizzes and problem sets creation and answered the students' chat queries.

Tutor at a private coaching institute

2019 - 2022
  • Started as passinate home tutor and progressed to teaching at a computer training institute, my role was to guide students in building web application & Python programming.
  • Guide students to prepare for tripleC and take their mock test.

PROJECTS

AushadhiNet-GATv2 DDI Model

AushadhiNet-GATv2-DDI-Model-Architecture-Image
AushadhiNet-GATv2 is a graph neural network model that predicts drug-pair interactions with probability scores and classifies interaction types (potential adverse drug reactions) across 86 mechanisms. The system alerts physicians and patients before prescribing or taking medications, preventing harmful drug combinations.
#Research ProjectGNNDrug MoleculesDrug Interaction Prediction

GLC-Platform

GLC-platform-dashboard-screenshot
Green Loan Cycle platform streamlines ESG-linked loan assessments automatically, identifying and measuring key metrics, making data capture on performance 30% easier with LMA framework and AI agents. Features: loan data resolution, loan assessment, sustainability checks, key stakeholder evaluation, loan balance sheet generation, and AI-assisted advice.
#Hackathon ProjectNLPFinancial AnalysisRAG

Self-learning, self driving car simulation with vanilla Javascript

Screenshot-Self-driving car simulation
Inspired by Dr. Radu Mariescu-Istodor, A pure JavaScript neural network system that learns to drive cars autonomously and avoid obstacles. AI Functions: Genetic Algorithm with mutation-based evolution, Population-based learning, Real-time neural network Visualisation, Fitness-driven selection for optimal performance
Autonomous SystemSelf driving carVanilla JS

Contributions Workflow Monitoring and Management Dashboard

Automated Contribution Workflow Dashboard Screenshot
This project specially build with focused on Django contribution workflows, to get hands-on knowledge about how a GitHub contribution works, and automated CICD pipleline. Features: Real-time Repository Monitoring: Track multiple GitHub repositories, Pull Request Management: Automated tracking of PR status, and Stale PR Detection
#Django ProjectGitHub APICI/CD pipelinePR Management

A Educational and Exam Helping Website: indiecore.in

indiecore-logo.jpg
Developed and launch an educational STEM website using WordPress and custom plugins, achieve 1 million plus impressions with organic SEO. Featuring interactive quizzes, educational articles, and engaging web stories, CUET and SSC exams mock tests.
#Side HustleWordPress CMSSTEM websiteSEO

VIBE CODING PROJECTS

Social Media Inspired Fitness App

fitness-app-all-pages
A fitness app for youth friends, inspired by social media. Contains daily exercise customization, stop watch, time duration, daily streaks, camera app with filters, in build music player, in built fitness video player.
Node jsvite jsTailwind CSSMedia Player

Naina: Multimodel Assistant at Fingertips (Extension)

Personal Prompts Manager Picture
A multipurpose intelligent companion in your browser to boost productivity without distraction. With Multimodal intelligence, context awareness, local storage, and Dyslexia-friendly.
Hackathon ProjectChrome AI APIGemini Nano APIBrowser Extension

IQ-Craft : Instant Study Materials Creator

Personal Prompts Manager Picture
Transform any article, text file, study resources, URL or direct text into interactive study materials: Summary, Flashcards, and Quizzes with live results and marks. Making learning interactive, evaluative and handy.
Hackathon ProjectAI Web ApplicationGemini Nano APIFetch API

EXTRACURRICULAR ACTIVITIES

  1. Deloitte Australia Technology Job Simulation on Forage

    • Develop a program to normalise different telemetry JSON data of IOT machine (Simple ETL pipelines)
    • Craft a complete "software development proposal" for a real-time monitoring live dashboard

ARTICLES AND PUBLICATIONS

1. AushadiNet-GATv2: Graph Attention Network for Predicting Drug-Drug Interactions in Polypharmacy

India AI
I researched and presented AushadhiNet-GATv2, a graph neural network architecture for predicting drug-drug interactions in polypharmacy. System addresses critical limitations of existing DDI prediction methods through multi-view molecular representation learning, hierarchical GATv2 message passing with residual connections, dual-head classification for interaction detection and mechanism prediction, and integration with patient-specific cardiovascular risk profiling

2. How to Build and Deploy Ingress Microservices in Kubernetes

DEV .to

Microservices is a common approach used to design scalable software systems. Ways to build and deploy microservices in Kubernetes with Ingress for HTTP routing using a docker image from the docker hub repository and building yml files for both services.

SKILLS AND TECH STACK

AI/ML/DL

Commitment to research and building secure, scalable AI applications with a focus on optimized algorithms and applied research to augment human productivity and creativity.

Brainstorming and Creativity

Yes, I love to think deeply and research creative things, even if it can be mind-boggling and boring. I love to read data, listen to case studies, and discuss them.

Data Analysis

Turning raw data, market research into actionable insights that help startups and small businesses grow in correct desireable direction.

Entrepreneurship

Buidling AI application, webapps, automation agent and tools to helps, open source communities, learners, creators and hustlers.
LANGUAGES:PythonJavaScript/TypeScriptR langSQLHTMLCSSMarkdown
FRAMEWORKS:FlaskDjangoWordPress (CMS)React jsNext js
TOOLS:Apache Ecosystem (learning: Kafka, Spark, and Hadoop)Hugging Face EcosystemOllamaMongoDBPostmanJenkinsPrometheusn8nCanva
LIBRARY / MODULES:PyTorchTensorFlowJAXNLTK (NLP)NumpyPandasMatplotlibBootstrapTransformersOpenaiLangchain
PLATFORMS:DockerKubernetesAWS (learning)Ubuntu OSKali OS
VIBE CODING:CursorReplitLovableGoogle AI StudioAmazon Kiro
SKILLS:Search Engine Optimization💡Technical Writing✍️Content Research🔍Content Creation✨Problem Solving🧩Adaptability💞Mathmatics 𝞹Brainstorming🤯Market Research📊Collaboration🤝Teamwork👥

OPEN SOURCE CONTRIBUTIONS

Unsloth AI

Unsloth is a lightweight library for faster LLM training and fine-tuning which is fully compatible with the Hugging Face ecosystem. I solve good first issue on breaking of exporting model to Colab.
#UnslothGitHubCollabFine tuning

Django

I contributed to Django by resolving Good First Tickets and debugging errors, actively collaborating with the community to improve functionality, code quality, and user experience on the popular Python framework.
#DjangoMakefilePython

LEARNINGS

St Thomas International School:

High School (9 and 10)
Intermediate (11 and 12).

VBSP University:

Bachelor of Science, Computer Science.

Harvard CS50x:

Computer Science, Cybersecurity, Artifical Intelligence and R*.

Master Diploma in Computer Application

from Amrtikosh Info-tech institute (duration: 2 years). Fundamentals of Computer Application, HTML, CSS, JS, TS, Bash Scripting, Web Development, MS Excel, and more

Certifications:

  1. Introduction to Cloud Native DevOps Agile and NoSQL by IBM - [July 2024]
  2. Market research by Great Learning - [May 2024]
  3. Google Technical Writing Course One and Two by Google Developers - [June 2022]
  4. Content Creation, Optimization, SEO and Strategies by HubSpot Academy

CONTACT ME

Hey you, I am very much interested in speaking with you, Feel free to contact me