ADYA PRASAD

Specialising in ML/DL and passionate about data analysis
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ABOUT ME

Specialising in Machine Learning / Deep Learning and Cybersecurity to build Secure and Scaled Solution. Work with small business and Startups for research and data-driven strategies. Committed for AI revolution in India.
Passionate about contributing to significant AI research that empowers the community and strengthens the Indian AI ecosystem.

I enjoy connecting with indie hackers and entrepreneurs to exchange ideas, learn from their experiences, and contribute to their growth journeys.
My Love -> Backend Development, Machine Learning Engineering, AI Automation and Web Designing


A soul, interested in the intersection of business, 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

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
Neural NetworkSelf driving carVanilla JS

AI-document assistant with RAG (Retrieval-Augmented Generation)

Screenshot-rag-ai-document-assistant
A local-first RAG Powered AI Document Assistant to extract minute information from docs: PDF, JSON, CSV, TXT. Using LangChain for LLM orchestration, Ollama for hosting local models and embeddings with GPU acceleration, ChromaDB as a persistent vector store, and Streamlit for web UI.
RAGLangchainOllama modelsStreamlit app

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

Personal Friend, AI Agent: Yaar🤖

Yaar AI Bot Screenshot
This is my Harvard CS50x CS final project, An adaptive AI Bot: Yaar is a fun, interactive, and friendly AI chatbot designed for students, teenagers, and young professionals. It serves as your virtual companion to bring positivity to your life, help manage tasks, and plan effectively for your goals.
#College ProjectNLPFlaskJSONDocker

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

MINI PROJECTS

Missing Word Prediction & Attention Visualizer with BERT

screenshot missing word prediction with BERT
This is my Harvard CS50 ai assignment. Application predicts the masked tokens using the BERT language model. The input tokens [MASK] are passed into the model, and then it look for the top K output tokens. The original sequence is printed with the mask token replaced by each of the predicted output tokens.
#AI ProjectMLMBERTText GeneratorVisualizer

R Package: Plan Pomodoro Session

R-Package-Plan-Pomodoro-Session-commands-guide.png
Plan and generate a Pomodoro schedule for your task in a single step. This function helps break your total available time into Pomodoro intervals: alternating focus sessions and breaks. It is designed to be flexible and user-friendly by handling different input scenarios without throwing immediate errors. Read its documentation for detailed info
R languageR packagePomodoro SessionTime management

AI 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. Fast Jenkins CI/CD Pipeline in Kubernetes

Hashnode
How to create an infrastructure for an automated and highly scalable Jenkins CI/CD pipeline on Kubernetes for your application's continuous deployment. Quicker way to allows developers to build, test, and deploy code effortlessly through CI/CD pipelines (groovy code).

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