Saniya Wagh

AI/ML enthusiast · AIML & GENAI Projects

Navi Mumbai, Maharashtra, India

@saniya_wagh

0 followers

Looking for jobs Looking for internships

🎓 A.C Patil College of Engineering · Graduating 2026

About

Motivated AI/ML enthusiast with hands-on experience in data analytics, automation, and intelligent decision-making. Currently specializing in LLMs, RAG, and Agentic AI, with project work spanning AI assistants, contract analysis, and student-focused product design.

Experience

Cybersecurity Research Intern

BARC

Jan 2026 – Mar 2026

Processed and analyzed 1000+ system logs using Sysmon. Performed data cleaning, filtering, and preprocessing. Identified patterns and generated actionable insights; documented workflows and analysis processes.
Data Science Intern

Embrozon Technologies

Jul 2025 – Aug 2025

Analyzed datasets of 5000+ records using Python and Excel. Conducted exploratory data analysis to identify trends and patterns. Built basic machine learning models and generated insights.
Data Analyst Intern

Travel The Cities

Jan 2025 – Mar 2025

Collected, cleaned, and processed customer booking data using Excel and SQL. Developed dashboards to track travel package performance and booking trends. Analyzed customer behavior to generate actionable business insights.

Education

Bachelor's

A.C Patil College of Engineering

2022 – 2026

Skills

6 to 12 months

Data Analysis Data Cleaning

3 to 6 months

Dashboarding

<3 months

SQL RAG LLMs NumPy React Python Pandas PL/SQL FastAPI LangChain LangGraph OpenAI API Embeddings Gemini APIs Semantic Search Machine Learning Vector Databases Prompt Engineering Agentic AI Systems Exploratory Data Analysis API Integration Understanding

Tools / apps / platforms

3 to 6 months

Microsoft Excel

<3 months

Mistral ChromaDB Firebase PostgreSQL Claude Code Hugging Face

Projects

Vijeta — Operating System for Ambitious Students

Next.js, React, TypeScript, PostgreSQL, Firebase, Gemini, Claude Code

Contributed to UI/UX and system design decisions for an AI-powered student ecosystem. Used Claude Code and Google Antigravity for vibe-coded development, implementing and refining key features and interfaces. Worked on opportunity discovery, team formation, AI mentorship, dashboards, and project showcase experiences.
Legal Contract Analyzer

Next.js, FastAPI, FAISS, Sentence Transformers, Mistral

Built a Retrieval-Augmented Generation (RAG) system that extracts and chunks contract PDFs, generates semantic embeddings, retrieves relevant clauses using FAISS, and grounds local LLM responses in retrieved contract context. Implemented context-aware legal Q&A, risk analysis, clause classification, and semantic clause search with explainable results and source grounding. Contributed to UI/UX and product design, implementing key workflows and a modular AI pipeline supporting interchangeable embedding models, vector stores, and LLMs.
VOXERA-AI- AI Video Assistant

ChromaDB, Whisper, Streamlit, Hugging Face, LangChain, Mistral API, RAG, LLMs

Built an AI-powered video assistant using a RAG pipeline for question answering over video content. Processed video transcripts, generated embeddings, and retrieved relevant context. Integrated an LLM to generate context-aware responses based on retrieved information.

Courses & certifications

The Complete 2024 Web Development Bootcamp · Udemy · 2024
Real Ethical Hacking · Udemy
Deep Learning for Developers · Infosys Springboard
Artificial Intelligence MasterClass · Cursa

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