Roshni Kumari

AI/ML Developer | Cloud Engineer | Technical Community Leader

LinkedIn | GitHub | Twitter | Email | Phone

[email protected]

+91-9555956773

Greater Noida, IN

About

Highly driven AI/ML Developer and AWS Cloud Captain with a strong foundation in deep learning, cloud-native solutions, and full-stack development. As a Business Fellow at Perplexity AI and an AI/ML Scholar, I leverage advanced analytics and strategic insights to solve complex problems and drive innovation. Passionate about democratizing technical education, I lead a 50+ member AWS Cloud Club, deliver impactful workshops, and create content for 5K+ monthly learners, consistently translating technical expertise into tangible business and community outcomes.

Work Experience

Business Fellow

Perplexity AI

Feb 2025 - Present

As a Business Fellow at Perplexity AI, I drive AI-driven research and analysis, leveraging real-time data and proprietary insights to inform strategic business decisions and optimize AI workflows.

  • Conducted in-depth AI-driven research and analysis, utilizing real-time data and proprietary insights to significantly enhance business decision-making processes.
  • Generated expert-level reports and optimized AI workflows, contributing to innovative problem-solving strategies and operational efficiencies.
  • Developed and refined Intelligent Reflecting Models, pushing the boundaries of existing Large Language Model (LLM) capabilities to derive advanced insights.

AI/ML Scholar Research Intern: Neural Network with Transformer Models

Amazon Web Services (Accenture)

Jun 2024 - Oct 2024

As an AI/ML Scholar Research Intern, I developed and optimized neural network models for image classification, contributing to advanced AI solutions within a cloud-based infrastructure.

  • Engineered a Deep Learning AI Image Classifier from scratch using Python, CNN, PyTorch, and CLI on cloud GPU (CUDA) infrastructure, achieving 98%+ accuracy.
  • Analyzed diverse data parameters to identify critical issues and formulated innovative solutions, enhancing model performance and data integrity.
  • Collaborated cross-functionally with a development team to design and seamlessly integrate AI components, ensuring robust business solutions.

Education

Computer Science and Engineering

Galgotias University

8.33/10 CGPA

Oct 2022 - Aug 2026

Courses

  • AI/ML
  • Data Analysis
  • Cloud/DevOps
  • Prompting
  • Google Analytics
  • SEO Optimization

Volunteer

Volunteer

Muskurahat Foundation

Volunteered at Muskurahat Foundation, applying technical skills to support social impact initiatives and contribute to community welfare.

  • Applied technical expertise to support various foundation initiatives, contributing to positive social impact.
  • Collaborated with team members to achieve project goals and enhance operational efficiency within the non-profit sector.

Club Lead | Community Builder | Content Creator

AWS Cloud Club / Personal Initiatives

Jan 2025 - Present

Led community initiatives and created technical content to democratize AI and Cloud education, fostering a vibrant learning environment for aspiring tech professionals.

  • Led a thriving AWS Cloud Club with 50+ members as an AWS Cloud Captain '25, delivering cloud-based workshops and building tools to democratize technical education.
  • Authored newsletters and articles, and hosted 5+ podcasts on YouTube, guiding over 5K monthly learners through the evolving landscape of AI and cloud technologies.
  • Hosted 3+ workshops and managed team and tech strategy, fostering a community of 60+ learners and actively contributing to open-source projects.

Certificates

OCFA Certified Developer (3X)

Open Certified Financial Analyst (OCFA)

Projects

GroMoCoach: AI Learning Companion

Developed an AI microlearning platform using GPT-4 to deliver real-time sales coaching based on quiz and CRM data.

GhostPay-Lite: Microservice-based Payment

Engineered a scalable microservices-based payment gateway with JWT-based role management and container orchestration via Docker.

Budgetlyzer AI-Powered Budget Tool

Built a real-time personal finance tracker leveraging AI-powered analytics and smart alerts for comprehensive expense insights and financial health forecasting.

KOSU (AI-powered hiring hackathon ecosystem)

Developed an AI-powered hiring hackathon ecosystem featuring zero-shot job matching and resume analysis capabilities.

Awards

Top 10 Winner - $100 Awarded, Payman AI Hackathon

Payman AI Hackathon

Jan 2025

Awarded for building Budgetlyzer, an AI budgeting tool, recognized for its innovative application of AI in personal finance.

Top 10 Finalist, Google Build with India Hackathon

Google

Jan 2025

Recognized as a top finalist in the Google Build with India Hackathon, demonstrating exceptional problem-solving and development skills.

Product Launch

Peerlist and Product Hunt

Jan 2025

Successfully launched a product on Peerlist and Product Hunt, receiving 50+ votes across India and generating over 11K impressions.

1st Place - PAN India, Hackathon Champion for High-Impact Solution

Hackathon

Jan 2024

Secured first place nationwide for developing a high-impact solution in a hackathon, showcasing exceptional innovation and technical execution.

Winner - ₹21,000 Prize, Dexterix Hackathon for Smart Gas Leakage Detection System

Dexterix Hackathon

Jan 2024

Awarded a ₹21,000 prize for developing a Smart Gas Leakage Detection System, recognized for its innovative and practical application.

Top 9 in India, AWS AI/ML Scholar 2024

AWS

Jan 2024

Ranked among the top 9 AI/ML Scholars in India, mentored by global experts from Singapore, USA, and UK, highlighting advanced expertise in AI/ML.

4x Final Round Qualifier, Prestigious US-based Hackathons

Various US-based Hackathons

Jan 2024

Qualified for the final round in four prestigious US-based hackathons, demonstrating consistent excellence in problem-solving and coding.

Finalist, Asian School of Business Hackathon

Asian School of Business

Jan 2024

Recognized as a finalist in the Asian School of Business Hackathon, showcasing strong analytical and innovative capabilities.

Top 5 Finalist, GFG Adobe GenAI Hackathon

GFG Adobe GenAI Hackathon

Jan 2023

Achieved Top 5 Finalist status in the GFG Adobe GenAI Hackathon, demonstrating advanced skills in generative AI.

Finalist, Snowflake GenAI Hackathon by Thales (Defense/Cybersecurity)

Snowflake GenAI Hackathon by Thales

Jan 2023

Recognized as a finalist in the Snowflake GenAI Hackathon, showcasing expertise in generative AI within a defense/cybersecurity context.

Skills

AI/ML

  • Generative AI
  • LLMs
  • Deep Learning
  • Machine Learning
  • NLP
  • PyTorch
  • CNN
  • Transformer Models
  • Gemini Pro API

Programming Languages

  • Python
  • JavaScript
  • Node.js
  • HTML
  • CSS

Frameworks & Libraries

  • FastAPI
  • React.js
  • Pandas
  • NumPy
  • LangChain
  • Streamlit

Databases & Data Tools

  • PostgreSQL
  • MongoDB
  • SQL
  • Power BI
  • Excel
  • Tableau

Cloud & DevOps

  • AWS (EC2, S3)
  • Docker
  • Kubernetes
  • Git
  • GitHub
  • CI/CD
  • Prometheus
  • Grafana

Tools & Platforms

  • Jupyter
  • Visual Studio Code
  • Linux
  • Google Colab
  • JWT
  • Vault
  • OpenAI API
  • Payman SDK
  • Firebase
  • Aptos Wallet
  • NFT Minting

Methodologies & Concepts

  • Microservices Architecture
  • Zero-Shot Job Matching
  • Resume Analysis
  • Problem Solving
  • Strategic Prioritization
  • System Thinking
  • User Empathy

Communication & Leadership

  • Technical Writing
  • Research Reporting
  • Team Collaboration
  • Content Creation
  • Webinars
  • Podcasting
  • Storytelling
  • Community Building
  • Stakeholder Management

Interests

Technology

  • AI
  • Web3
  • Cloud
  • Hackathons
  • Open Source

Community & Education

  • Technical Education
  • Community Building
  • Workshops
  • Mentorship

Creative & Communication

  • Storytelling
  • Content Creation
  • Podcasting
  • Technical Writing