ROSHAN RATURI
AssociateAssociate with 1+ years in Python, SQL & AI/ML.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Associate with 1+ years in Python, SQL & AI/ML.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Highly motivated and detail-oriented Associate Analyst with 1.6 years of experience in data analysis, machine learning operations, and full-stack development. Proficient in Python, SQL, and various web technologies, I excel in leveraging data to improve system performance and automate processes. My background includes developing AI-powered applications and contributing to high-performance tech stacks, reflecting a strong commitment to innovative solutions and continuous skill development.
Graphic Era University
Masters In Computer Applications
July 1, 2022 – June 1, 2024
DIT University
Bachelors In Computer Applications
July 1, 2019 – June 1, 2022
GlobalLogic Technologies Pvt. Limited.
Associate Analyst
November 1, 2024 – Present
Dehradun, Uttarakhand, India
DocuMind - RAG-Powered Document Q&A System
May 1, 2026 – Present
Developed an end-to-end RAG (Retrieval-Augmented Generation) pipeline using LangChain and FAISS to enable natural language querying over uploaded PDF documents with context-accurate responses. Implemented document preprocessing using PyPDF and RecursiveCharacterTextSplitter to chunk and vectorize text, achieving efficient semantic search and top-4 similarity-based chunk retrieval. Integrated Groq LLM (llama-3.3-70b-versatile) via LangChain LCEL to generate grounded, document-specific answers, reducing hallucination by constraining responses to retrieved context only. Built and deployed a FastAPI REST backend with session-based multi-user support, hosted on Render.com with secure environment-based API key configuration
View ProjectCodeMate: Pair Programming Application
October 1, 2025 – Present
Platform for developers to collaborate, solve coding challenges, and pair program. Features include light/dark mode toggle, live previews, video conferencing, and room history tracking and deployment capabilities ensuring performance growth of 92%.
Cultural Fit Analysis
The candidate's involvement in AI Impact Summit and diverse personal projects (pair programming, RAG system) indicates an interest in cutting-edge technologies and collaborative environments. Their competitive programming background suggests a drive for continuous improvement and problem-solving, which aligns well with a dynamic tech culture. The 'Associate' experience level aligns with the target role, but the specific responsibilities in the current role are not directly software development.
Soft Skills & Operational Fit
The candidate demonstrates a proactive approach to learning and problem-solving through personal projects and competitive programming. Their experience as an Associate Analyst suggests an ability to work in detail-oriented environments. However, the current role is more data annotation/analysis focused rather than software development, which might require a transition period for a pure software engineering role.