Roshni Kumari

AI/ML Engineer | Data Scientist | Cloud Specialist
Greater Noida, IN.

About

High-achieving Computer Science undergraduate specializing in machine learning, data-driven systems, and scalable AI solutions. Recognized as an MLH Top 50 Global Hacker and AWS AI/ML Scholar, I leverage strong technical acumen to develop innovative AI platforms, optimize complex algorithms, and drive data-backed decision-making. My experience spans research, prompt engineering, and full-stack AI project development, consistently delivering quantifiable impact in accuracy, efficiency, and system performance.

Work

Scogo AI
|

Prompt Engineer (Remote)

Remote, California, US

Summary

Engineered and optimized LLM prompt systems, significantly improving agent response accuracy and overall system efficiency.

Highlights

Engineered advanced LLM prompt systems using structured and algorithmic approaches, boosting agent response accuracy by 35%.

Designed scalable prompt templates and developed robust testing frameworks, enhancing overall system efficiency by 30%.

Udacity (Accenture)
|

AI/ML Research Intern (Scholar)

Remote, California, US

Summary

Spearheaded AI/ML research and development, optimizing model performance and deployment efficiency for advanced image classification and AI solutions.

Highlights

Developed and trained CNN-based image classification models utilizing PyTorch and CUDA acceleration, significantly reducing training time by 40%.

Implemented algorithmic and data structure optimizations, elevating model accuracy by 17% through systematic parameter tuning techniques.

Contributed to the strategic design of AI solutions, enhancing overall deployment efficiency by 25%.

Volunteer

AWS
|

Cloud Captain

Greater Noida, Uttar Pradesh, India

Summary

Led a technical community of 50+ members, fostering expertise in cloud computing and AI tools through workshops and collaborative initiatives.

Highlights

Led a technical community of over 50 members, fostering skill development in cloud computing and AI tools.

Delivered multiple workshops on advanced cloud computing and AI systems, enhancing community knowledge and practical application.

Various (Substack, Medium, YouTube)
|

Community Builder and Content Creator

Greater Noida, Uttar Pradesh, India

Summary

Authored technical articles, newsletters, and podcasts, building a learning community of 60+ members focused on AI and technology.

Highlights

Authored technical newsletters, articles, and podcasts for a learning community of over 60 members, driving engagement and knowledge sharing.

Contributed to the growth of a technical community across platforms like Substack, Medium, and YouTube.

Peerlist and Product Hunt
|

Product Launch Contributor

Greater Noida, Uttar Pradesh, India

Summary

Contributed to the successful launch of AI products, generating significant online engagement and visibility.

Highlights

Contributed to the successful launch of AI products on Peerlist and Product Hunt, garnering over 11,000 impressions.

Supported product visibility and community engagement efforts for new AI innovations.

Education

Galgotias University
Greater Noida, Uttar Pradesh, India

B.Tech

Computer Science and Engineering

Grade: 8.4/10

Courses

Machine Learning

Deep Learning

Data Structures and Algorithms

Distributed Systems

Cloud Computing

AI Systems

Awards

MLH Top 50 Global Hacker

Awarded By

Major League Hacking (MLH)

Recognized among the top 50 global hackers for exceptional contributions and achievements in the hacking community.

BASIS AI Policy Fellow

Awarded By

BASIS

Selected as a fellow for the BASIS AI Policy program, engaging at the intersection of artificial intelligence, policy, and real-world deployment.

LiFT Scholar

Awarded By

LiFT

Recognized as a LiFT Scholar, indicating high potential and achievement in a competitive field.

World Bank Youth Summit Fellow

Awarded By

World Bank

Selected as a Fellow to represent at the World Bank Youth Summit, contributing to discussions on public institutions development.

AWS re:Invent All Builders Welcome Grant

Awarded By

Amazon Web Services (AWS)

Recipient of the prestigious AWS re:Invent All Builders Welcome Grant, recognizing contributions to the builder community.

AWS AI/ML Scholar

Awarded By

Amazon Web Services (AWS)

Ranked among the Top 9 AI/ML Scholars in India, demonstrating advanced expertise in AWS AI/ML technologies.

Top 10 Finalist - Google Build with India Hackathon

Awarded By

Google

Achieved a top 10 finalist position in the Google Build with India Hackathon.

Finalist - Snowflake GenAI Hackathon

Awarded By

Snowflake

Achieved a finalist position in the Snowflake GenAI Hackathon, ranking among the top 5 participants.

PAN-India Hackathon Champion

Awarded By

Dexterix Hackathon

Championed the PAN-India Dexterix Hackathon, winning a prize of 21,000.

Winner - Payman AI Hackathon

Awarded By

Payman AI

Awarded $100 for winning the Payman AI Hackathon.

Finalist - GFG Adobe GenAI Hackathon

Awarded By

GFG Adobe

Achieved a finalist position in the GFG Adobe GenAI Hackathon.

Languages

English

Certificates

AWS AI/ML Scholar

Issued By

Amazon Web Services (AWS)

AWS Cloud Architect and Data Engineering Certification

Issued By

Amazon Web Services (AWS)

Oracle Cloud Infrastructure Foundations Associate

Issued By

Oracle

Udacity (Accenture) AI/ML Scholar Program

Issued By

Udacity (Accenture)

Skills

Programming Languages

Python, JavaScript, C++, Java, SQL.

AI/ML

Machine Learning, Deep Learning, Natural Language Processing (NLP), Large Language Models (LLMs), PyTorch, Model Evaluation, CNN, Time-series Forecasting, Algorithmic Optimization.

Data & Systems

Pandas, NumPy, PostgreSQL, MongoDB, Distributed Systems, Data Structures, Algorithms, Real-time Insights.

Tools & Platforms

Docker, Kubernetes, AWS (EC2, S3), Git, FastAPI, OpenAI API, React, CRM Data.

Interests

Research Interests

Machine Learning Foundations, Representation Learning, Trustworthy AI, Data-Driven Decision Systems, Applied Deep Learning, Scalable AI Systems.

Projects

DemandPulse - AI Forecasting Insights

Summary

Developed an AI-powered forecasting system leveraging Python, LSTM, FastAPI, and AWS to provide real-time insights for supply chain optimization.

Budgetlyzer - AI-Powered Budget Tool

Summary

Created an AI-powered budget tool using Python, OpenAI API, React, and PostgreSQL to deliver personalized financial insights and recommendations.

GroMoCoach - AI Learning Companion

Summary

Developed an AI microlearning platform for real-time sales coaching, utilizing GPT-4, FastAPI, React, and AWS to enhance content engagement.

GhostPay-Lite - Microservice-Based Payment System

Summary

Built a scalable microservice architecture for secure transaction processing, utilizing Node.js, Docker, and Kubernetes.