Available for opportunities

Roshan Raturi

Associate Analyst — Robotics & Content Engineering

Machine Learning Data Operations and Labeling

MCA graduate with hands-on industry experience building ML pipelines, fraud detection systems, and collaborative developer tools. Passionate about applying AI to solve real-world problems. Currently working as an Associate Analyst at GlobalLogic Technologies, focused on automation and intelligent data systems.

1+
Years Experience
600+
DSA Problems Solved
50+
Coding Contests
5+
Projects Shipped

Technical Skills

Languages
PythonJavaScriptC++SQL
Frontend
React.jsNext.jsTypeScriptHTMLCSSTailwind CSS
AI/ML & Data
LangChainRAGFAISSPandasNumPyScikit-learnLLMsVector EmbeddingsData AnnotationOpenCV
Backend & APIs
FastAPIRESTful APIsNoSQLPostgreSQLMySQLDBMS
Tools & Cloud
GitGitHubDockerGoogle CloudClaude CodeCursorCopilotExcel
Core Concepts
OOPSDLCDSAAPI IntegrationCross-validationROC-AUCF1-score

Experience

Associate Analyst
GlobalLogic Technologies Pvt. Limited
Nov 2024 – Present
India

Worked on building clean, reliable training data for AI and robotics systems, annotating robotic action sequences at the frame level, flagging anomalies, and breaking down where and why multi-step workflows failed. Dug into motion errors, edge cases, and task breakdowns to produce structured labels that actually improved what the models learned. Also worked on temporal data pipelines, tagging state transitions and performance drops to help teams spot patterns faster and ship better models. Turned raw operational footage into production-ready training datasets aligned with real deployment needs across ML, LLMs, and robotics pipelines.

Data AnnotationRobotics AIML PipelinesLLMsPythonSQLTemporal Data
Education
Masters in Computer Applications (MCA)
Graphic Era University
July 2022 – June 2024
8.03
CGPA
Bachelors in Computer Applications (BCA)
DIT University
July 2019 – June 2022
7.23
CGPA
Achievements
1
Ranked 164 globally in Codelicious at CodeChef; Global Rank 88 in Starters 104 Division 4; Rank 44 in CodeStudio Weekly Contest — 50+ contests participated.
2
Gold Medalist in 12th grade with 80% from Govt. School — highest score in the board center in 2017.
3
Attended AI Impact Summit 2026, India — 5+ sessions on AI's role in economic development, health, education, agriculture, and sustainable cities.
4
Solved 600+ DSA problems on LeetCode and GeeksforGeeks.

Projects

Nov 2024 – Present Industry · GlobalLogic
MLDO: Machine Learning Data Operations

Industry project at GlobalLogic Technologies focused on building production-ready training datasets for ML, LLM, and robotics systems. Responsible for the full data pipeline — from raw operational footage to structured, deployment-aligned labels.

Key Work
  • Frame-level annotation of robotic action sequences
  • Anomaly flagging & workflow failure analysis
  • Temporal data pipelines for state transition tagging
  • 98%+ annotation accuracy across all datasets
PythonSQLExcelML PipelinesLLMsRobotics AI
🏢 Industry Project
Oct 2024 92% performance growth
CodeMate: Pair Programming Application

A full-featured platform for developers to collaborate, solve coding challenges, and pair program in real-time. Connects like-minded developers to streamline the pair programming experience.

Features
  • Light/dark mode toggle & live previews
  • Video conferencing & room history
  • Authentication, databases & Docker deployment
React.jsTailwind CSSDockerGoogle CloudPostgreSQLNextAuth
2024 AI-powered feedback
PrepWise: Online Interview Conferencing Platform

An AI-powered interview preparation and conferencing platform that helps developers practice technical interviews with real-time feedback and mock sessions.

Features
  • Live video interview conferencing
  • AI-assisted interview feedback
  • Session recording & performance analytics
Next.jsTypeScriptReact.jsTailwind CSSVercel
2025 RAG + LangChain
DocuMind: RAG-Powered Document Q&A

A retrieval-augmented generation system that lets users upload documents and ask natural language questions. Built to demonstrate LangChain pipelines, vector embeddings, and LLM integration end-to-end.

Features
  • PDF ingestion & text chunking pipeline
  • Vector embeddings via FAISS
  • LangChain RetrievalQA + FastAPI streaming
PythonLangChainFAISSOpenAI APIFastAPIRAG
2025 AI Agent · LangChain
AI Customer Support Refund Agent

A realistic AI agent that processes, denies, or escalates e-commerce refund requests against a strict refund policy. Features a customer chat interface alongside an admin dashboard showing the agent's internal reasoning trace.

Features
  • 15 mocked CRM profiles with orders, risk scores & edge cases
  • Tool-based validation — CRM lookup, order lookup, policy retrieval
  • Deterministic policy engine + optional OpenAI wording layer
  • Admin reasoning trace dashboard — approvals, denials, escalations
  • Docker Compose setup for one-command deployment
PythonFastAPILangChainReactTypeScriptDockerRAG
November 2025 High accuracy
Online Payments Fraud Detection

A production-grade fraud detection system that processes large-scale transaction datasets to identify high-risk payment activities using machine learning.

Features
  • Random Forest & Naive Bayes models
  • FastAPI real-time prediction endpoints
  • ROC-AUC and F1-score optimization
PythonFastAPIPandasNumPyScikit-learn

Resume

📄
Roshan Raturi — Resume

MCA graduate with 1+ year of industry experience in AI/ML data pipelines, full-stack development, and fraud detection. Open to AI/ML engineering and software development roles.

RoleAssociate Analyst @ GlobalLogic Technologies
EducationMCA – Graphic Era University (CGPA 8.03)
SkillsPython, React.js, FastAPI, ML, SQL, Docker
LocationDelhi, India
Emailroshanraturi804@gmail.com

Certifications

Contact