๐Ÿ‘‹ Hello, I'm Yashika

Building intelligent systems with NLP & LLMs

Aspiring AI & NLP Engineer building intelligent systems using Machine Learning, NLP, and Large Language Models to solve real-world problems.

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3+ AI Projects
End-to-End intelligent systems
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IBM Certified
AI & Advanced IT Skills
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Hackathon Participant
Google promptwar & MUJ HackX
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Open to Internships
Actively seeking opportunities

Crafting AI that understands language

I'm an AI/ML Engineer based in Jaipur, India, with a deep passion for Natural Language Processing and Large Language Models. I build practical AI systems that go beyond prototypes โ€” focusing on real-world applications that solve tangible problems.

My work spans conversational AI, intelligent assistants, and automated reasoning systems. I believe in writing clean, maintainable code and creating AI solutions that are both powerful and accessible.

Currently, I'm diving deep into RAG pipelines, LLM fine-tuning, and Transformer architectures โ€” always eager to push the boundaries of what's possible with modern NLP.

NLP LLMs RAG PyTorch HuggingFace Rasa Python
yashika@portfolio: ~
[yashika@portfolio ~]$ whoami
Yashika Soni
[yashika@portfolio ~]$ skills
Machine Learning NLP LLMs Python LangChain
[yashika@portfolio ~]$ status
Open to Internship Opportunities ๐Ÿš€
[yashika@portfolio ~]$
whoami skills status clear

Currently building

Projects and systems I am actively developing to push my skills in modern AI, RAG, and multi-agent workflows.

Active Development ๐Ÿ“š

Multi-Document RAG Chat System

Building an advanced RAG pipeline that reads, parses, and indexes multiple PDF datasets to enable context-aware discussions with sources. Features chunk optimization, hybrid keyword-semantic search, and citation mapping.

LangChain ChromaDB LlamaIndex Python Streamlit
Active Development ๐Ÿ“„

Resume Analyzer using LLMs

Developing an automated resume parser and matcher that checks CV documents against detailed job descriptions to provide recruiter-focused feedback, ATS scoring, and keyword suggestions.

GPT-4o-mini PyPDF2 Prompt Eng. Streamlit Python
Active Development ๐Ÿ”ฌ

AI Research Assistant

Constructing a multi-agent workflow using CrewAI to automate literature reviews. The agents perform web searches, extract key findings from academic pages, synthesize them into summaries, and write draft outlines.

CrewAI Serper API LangChain Python

Things I've built

A selection of projects showcasing my work in NLP, conversational AI, and intelligent automation.

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Tue
Wed
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CS-101
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CS-101
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RESOLVED
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MATH-202
PHY-301
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PHY-301
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AI Timetable Generator

Problem
Manual college scheduling leads to scheduling conflicts, resource overallocation, and significant administrative delay.
Solution
Built an automated scheduler using FastAPI, modeled with Google OR-Tools solver using Integer Linear Programming techniques.
Impact
Generates complex conflict-free schedules in seconds under strict professor, classroom, and course limits.
Hi, when is the admissions deadline?
The fall admissions deadline is July 31st, 2026.

AI-Powered Chatbot

Problem
Academic admissions centers face massive volumes of repetitive support queries, leading to slow response cycles.
Solution
Implemented a dialogue agent with Rasa framework utilizing custom intent parsing pipelines and entity extraction models.
Impact
Allows standard queries regarding fees, dates, and courses to be answered instantly with high validation accuracy.
Anxious ๐Ÿ˜ฐ Calm ๐Ÿง˜ Burned out ๐Ÿฅฑ
โœจ Gemini Insights Try taking 5 deep breaths and focus on a single study topic for the next 20 mins. You've got this!

Student Wellness AI

Vercel Deployed
Problem
Students lack a safe, immediate, and structured space to log emotional states and receive real-time mental health tips.
Solution
Created a React app integrated with Gemini API to evaluate user sentiment, generating constructive study/wellness insights.
Impact
Successfully built and fully deployed on Vercel during the Google promptwar vibe coding hackathon, showing end-to-end API execution.

My technical toolkit

Technologies and frameworks I work with to build AI-powered solutions.

AI / ML / NLP
PyTorch
TensorFlow
๐Ÿค— HuggingFace
๐Ÿค– Rasa
๐Ÿ“Š Scikit-learn
๐Ÿ”— LangChain
Data & Analysis
NumPy
Pandas
Matplotlib
Languages & Tools
Python
SQL
Git
GitHub
Jupyter
VS Code
Google Colab
๐Ÿ“– Currently Learning
RAG Pipelines LLM Fine-tuning Transformer Architectures

Journey so far

Certifications, hackathons, and professional experience that have shaped my path in AI.

June 2026

Google for Developer โ€” promptwar (vibecoding hackathon)

Hack2skill ยท International Level

Designed, coded, and deployed the Student Wellness AI tracker in a fast-paced vibe coding challenge. Achieved professional validation for skills in Prompt Engineering, Software Deployment (Vercel), Problem Solving, and APIs.

April 2026

IBM Certified โ€” AI & Advanced IT Skills

IBM

Professional certification validating expertise in artificial intelligence, machine learning fundamentals, and advanced IT competencies.

November 2025

MUJ HackX 3.0

36-Hour International Hackathon

Participated in an intensive 36-hour international hackathon, collaborating under pressure to develop innovative tech solutions.

November 2025

Data Science Workshop

Ducat India

Hands-on workshop covering data science methodologies, statistical analysis, and practical applications of machine learning.

December 2023 โ€“ February 2024

Software Developer Intern

Acmegrade ยท Remote

Contributed to software development projects in a remote environment, gaining hands-on experience with real-world codebases and agile workflows.

August 2023 โ€“ January 2024

Student Freelancer

Fiverr

Delivered freelance software and data projects to international clients, building client communication and project management skills.

Let's connect

Have a project in mind?

I'm always open to discussing AI/ML projects, internship opportunities, research collaborations, or just talking about the latest in NLP and LLMs. Feel free to reach out!

โœ… Thanks for reaching out! I'll get back to you soon.
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