About
Results-driven AI and Data Science professional specializing in Generative AI and end-to-end AI application development. Expert in building production-ready systems using LangChain, LangGraph, and RAG architectures. Proven track record of designing intelligent systems that bridge technical complexity and business accessibility, with hands-on experience in LLMs, vector databases, and data visualization.
Skills & Expertise (40)
Work Experience
AI/ML Engineer
Genius Innovation Centre
Sep 2025 - Present
Developing 'Gradiator,' an EdTech platform designed for students to master concepts and practice through interactive AI engagement. Engineered the core architecture to be syllabus, model, and subject agnostic, allowing the application to be deployed for any educational framework beyond its initial CBSE/NCERT focus. Implemented a personalization engine that tailors the learning experience to each student's specific hobbies and interests to drive engagement. Building adaptive learning platforms leveraging LLMs and RAG architectures tailored for educational contexts. Developing features to dynamically generate exams and quizzes using AI, including automated question generation with diagrams.
Data Scientist Intern
Stellosys
Jul 2025 - Sep 2025
Developed 'Enterthink' in collaboration with the Software Architect, focusing on a RAG-based application that allows stakeholders to query databases using natural language. Implemented a natural language interface that returns relevant data insights along with dynamic graphs and charts. Integrated Gemini and Plotly to synthesize and visualize complex data for non-technical stakeholders. Built a robust retrieval pipeline integrating vector databases (ChromaDB, FAISS) and graph databases to query information from multiple data sources. Utilized SQL for complex data extraction and transformation to bridge traditional databases with AI components.
AI Trainer (Freelancer)
Outlier
Jan 2025 - Jun 2025
Evaluated LLM-generated responses to improve factual accuracy, coherence, and ethical compliance. Trained reinforcement learning models through RLHF by annotating responses for fine-tuning procedures. Conducted adversarial testing using edge-case prompts to identify model vulnerabilities and failure modes.
Education
Bachelor of Computer Applications - St. Mary's College, Sulthan Bathery
2021 - 2024 · Afghanistan
Higher Secondary Education (Commerce) - St. Thomas HSS, Nadavayal
2019 - 2021 · Afghanistan
Certifications
Introduction to Machine Learning on AWS
· 2024
IBM Machine Learning Professional Certificate
IBM · 2023
IBM Data Science Professional Certificate
IBM · 2023
Power BI for Beginners
Simplilearn · 2023
Data Analysis with Python
FreeCodeCamp · 2023
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