Roshni Kumari

Roshni Kumari

AI/ML Engineer | Data Scientist | Cloud Specialist
Greater Noida, India, 201308, Greater Noida, IN.

About

High-achieving B.Tech Computer Science and Engineering undergraduate specializing in advanced AI/ML, data-driven systems, and trustworthy AI, recognized as an MLH Top 50 Global Hacker and AWS AI/ML Scholar. Proven innovator with expertise in developing CNN-based image classification models (reducing training time by 40%), optimizing algorithms for 17% increased accuracy, and engineering LLM prompt systems for 35% higher response accuracy. Eager to leverage strong technical skills and policy insights to drive impactful AI solutions in a research or development role.

Work

Scogo AI
|

Prompt Engineer

Remote, Mumbai, India

Summary

Engineered and optimized LLM prompt systems to enhance accuracy and efficiency for AI agents.

Highlights

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

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

Udacity (Accenture)
|

AI/ML Research Intern (Scholar)

Remote, Settle, US

Summary

Led research and development of AI/ML solutions, focusing on model optimization and deployment efficiency.

Highlights

Developed and trained CNN-based image classification models using PyTorch with CUDA, reducing training time by 40%.

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

Contributed to AI solution design, improving deployment efficiency by 25%.

Volunteer

AWS
|

Cloud Captain

Greater Noida, Delhi, India

Summary

Led a technical community of 50+ members and delivered workshops on cloud computing and AI tools.

Highlights

Led a technical community of 50+ members, fostering collaboration and knowledge sharing.

Delivered workshops on cloud computing and AI tools, enhancing members' technical proficiency.

Microsoft Learn
|

Student Ambassador Event Host

Greater Noida, Remote, India

Summary

Hosted events as a Microsoft Learn Student Ambassador, engaging with student communities to foster technical learning.

Highlights

Organized and facilitated events to promote Microsoft Learn resources and technologies among students.

Engaged with student communities to foster learning and skill development in technical domains.

Independent
|

Community Builder and Content Creator

Greater Noida, Delhi, India

Summary

Authored newsletters, technical articles, and podcasts for a learning community of 60+ members.

Highlights

Authored newsletters, technical articles, and podcasts for a learning community of 60+ members across platforms like Substack, Medium, and YouTube.

Fostered engagement and knowledge dissemination within the AI/ML community.

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

World Bank Fellow Delegate, Youth Summit on Public Institutions Development

Awarded By

World Bank

Selected as a fellow delegate for the Youth Summit focusing on public institutions development.

MLH Top 50 Global Hacker

Awarded By

MLH

Recognized as one of the top 50 global hackers for exceptional contributions and innovation.

AWS re:Invent All Builders Welcome Grant

Awarded By

AWS:reinvent

Recipient of a grant supporting participation and contributions at AWS re:Invent.

Top 20 Finalist, Unleash LLM Innovation Challenge

Awarded By

Unleash LLM Innovation Challenge

Recognized as a top 20 finalist in a competitive LLM innovation challenge.

Top 10 Finalist, Google Build with India Hackathon

Awarded By

Google

Achieved a top 10 finalist position in a national hackathon, demonstrating innovation and technical skill.

Winner, Payman AI Hackathon ($100 Award)

Awarded By

Payman AI

Awarded for winning the Payman AI Hackathon, recognizing outstanding AI development.

PAN India Hackathon Champion; Winner Dexterix Hackathon (INR21K)

Awarded By

Dexterix Hackathon

Crowned champion of the Dexterix Hackathon, a PAN India event, with a prize of INR 21K.

Certificates

Oracle Cloud Infrastructure Certified Generative AI Professional

Issued By

Oracle

5-Day AI Agents Intensive Course with Google - Kaggle

Issued By

Google - Kaggle

AIS Collab Summer Governance

Issued By

AIS Collab

Cloud Native & Application Performance Automation

Issued By

N/A

AWS Academy Cloud Architecting

Issued By

AWS Academy

AWS Academy Data Engineering

Issued By

AWS Academy

Postman API Fundamentals Student Expert

Issued By

Postman

FinWiz 1.0 Hackathon

Issued By

FinWiz

Skills

Programming Languages

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

AI/ML

Machine Learning, Deep Learning, NLP, LLMs, PyTorch, Model Evaluation.

Data & Systems

Pandas, NumPy, PostgreSQL, MongoDB, Distributed Systems.

Tools & Platforms

Docker, Kubernetes, AWS (EC2, S3), Git, FastAPI.

Interests

AI/ML Research

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

Mechanistic Intrepretability

circuit analysis, feature attribution, neuron-level analysis, model transparency.

Data-Driven Decision Systems

time-series forecasting, decision intelligence, optimization, real-time systems.

Trustworthy & Responsible AI

AI safety, bias & fairness, evaluation frameworks, alignment.

Machine Learning Foundations

feature learning, embedding spaces, generalization, model interpretability.

Scalable AI Systems & Infrastructure

distributed training, model optimization, GPU/ROCm systems, inference efficiency.

Projects

Bhagvat

Startup

Summary

Chat-based spiritual AI assistant based on Bhagavad Gita and is made to assist users to reflect, find answers, and form regular spiritual routines using contextual dialogues and scripture knowledgeable intelligence.

Decentrify Labs

Startup

Summary

Designed Web3 product strategies and governance frameworks for decentralized identity and tokenomics.

Navida

Unleash Meta AI Hackathon

Summary

AI-powered platform designed to help Indian citizens discover, understand, and access government welfare schemes without confusion, language barriers, or dependency on intermediaries. A deterministic eligibility engine, and open-source LLMs to deliver accurate, explainable & accessible guidance.

OWASP Nettacker

GSOC

Summary

Enhanced reporting reliability and security workflows for OWASP Nettacker.

Gitlab CLI Companion

Gitlab Hackathon

Summary

AI-powered DevOps Co-pilot for Migration, Security, Docs & Code Review

MDWR - Memory-Driven Workflow Runtime

WeMakeDevs Hack

Summary

Build explainable, replayable, and memory-aware workflows with Motia and Mem0.

EnergySense

IndiaAl Impact GenAI Hackathon

Summary

AI-Powered Short-Term Load Forecasting & Anomaly Detection. Accurate short-term load forecasting is critical for decarbonizing buildings, which contribute nearly one-third of global energy use and emissions.

DemandPulse

Walmart Sparkathon

Summary

Developed time-series forecasting models to improve supply chain efficiency and decision-making.

Google Gemini CLI

GSOC

Summary

Contributed to improving documentation consistency and cross-platform reliability for Google Gemini CLI.

AMD LLM Navigator Engine

AMD Singshot Hackathon

Summary

Developed a desktop application for detecting AMD hardware and recommending compatible LLMs for local inference.