Harshprabha.
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Open to Research & Internship Opportunities

Harshprabha Engineering Intelligence

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ECE (AI) student at IGDTUW Delhi — building LLM evaluation frameworks, financial NLP pipelines, and research-driven AI systems. Agentic. Production-minded.

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Who I Am

Building Systems,
Researching Boundaries

Harshprabha
Harshprabha
NLP Researcher · AI Engineer

I'm a first-year ECE (AI) student at IGDTUW, Delhi with a focus on NLP, LLMs, and agentic systems. I build end-to-end AI pipelines — from LLM evaluation frameworks and sentiment classification to full-stack deployment.

Currently pursuing research opportunities in NLP and AI governance. Active as Tech Coordinator at IEEE IGDTUW, Chapter Lead at Youth Economy Lab, and Research Coordinator at E-Cell, where I author weekly analytical newsletters on emerging tech.

0
Live Projects
0
of 581 Teams
0
CGPA Sem 1

Research Interest

Intersection of AI systems and public policy — data protection, generative AI governance, and AI cybersecurity risk. Focused on how technical realities of LLMs (hallucination, bias, adversarial vulnerability) translate into regulatory frameworks, particularly in the South Asian context.

NLP / LLMs Agentic AI FinBERT Prompt Engineering AI Governance IEEE IGDTUW Open Source IGDTUW '29
Capabilities

Technical Arsenal

A growing stack across NLP, agentic AI, and full-stack development — grounded in strong fundamentals.

🧠AI / ML & NLP
PyTorchFinBERTHuggingFaceSentiment AnalysisNumPyPandas
LLM & Agentic Systems
Prompt EngineeringChain-of-ThoughtAgentic WorkflowsLLM OrchestrationGroq (LLaMA 3.1)Claude API
⌨️Languages
PythonJavaScriptJava
🌐Web & Tools
HTML5CSS3REST APIsWeb ScrapingFirebaseGitStreamlitGoogle Cloud

Technologies I work with

🐍
Python
🤗
HuggingFace
🔥
PyTorch
Java
LLM APIs
🗂️
Git
🐍
Python
🤗
HuggingFace
🔥
PyTorch
Java
LLM APIs
🗂️
Git
🔥
Firebase
🌐
HTML5
🎨
CSS3
☁️
GCP
📊
Pandas
🧮
NumPy
🔥
Firebase
🌐
HTML5
🎨
CSS3
☁️
GCP
📊
Pandas
🧮
NumPy
🧠
FinBERT
🔬
NLP
Streamlit
📡
REST APIs
🤖
Agentic AI
🕸️
Scraping
🧠
FinBERT
🔬
NLP
Streamlit
📡
REST APIs
🤖
Agentic AI
🕸️
Scraping
Work

Selected Projects

Real systems, real data, real impact. Each project is built end-to-end with research and production in mind.

📄 Research Project
LLM EvaluationChain-of-ThoughtGroq · LLaMA 3.1

Agentic Prompting Research

Built an agentic evaluation framework benchmarking 5 LLM prompting strategies on 300 labeled financial sentences. Improved sentiment classification accuracy from 62% to 89.67% using Chain-of-Thought prompting — a +27% gain. Identified neutral bias and refined using anchor prompting with automated, reproducible pipelines.

FinBERTNLP PipelineStreamlit

EquiSense

End-to-end financial NLP pipeline using FinBERT for real-time news sentiment classification. Features a custom Sentiment Reliability Index (SRI — score 67.9) combining source credibility, recency, and model confidence. Integrated VIX volatility, price trends, and REST APIs; deployed on Streamlit.

🏆 National Top 10 — HackwithMAIT 6.0
FirebaseFull-StackEdTech

IncluiSphere

Accessible community learning platform with Firebase authentication and real-time NoSQL database. Ranked Top 10 nationally (top 1.7%) out of 581 teams at HackwithMAIT 6.0. Accessibility-first, responsive design. Shipped concept-to-deployment in under 24 hours.

Journey

Experience & Involvement

2025 — Present
Open Source Contributor
GirlScript Summer of Code (GSSoC) & Social Summer of Code (SSoC) · Remote
Contributed to open source AI/ML and web projects across GSSoC and SSoC programs. Authored pull requests reviewed and merged by project maintainers across multiple repositories.
Nov 2025 — Present
Chapter Lead
Youth Economy Lab, IGDTUW · Delhi
Founded and led the IGDTUW chapter. Organized workshops at the intersection of technology, economics, and governance for the campus community.
Nov 2025 — Present
Research Coordinator
E-Cell IGDTUW · Delhi
Researching emerging technology trends and startup ecosystems. Authoring weekly analytical newsletters for the university entrepreneurship community.
Nov 2025 — Present
Tech & Event Management Coordinator
IEEE IGDTUW · Delhi
Managed technical execution of IEEE Open Source Week serving 100+ participants. Coordinated volunteer teams and structured technical workshops for the student engineering community.
2024
HackWithMAIT 6.0 — National Hackathon
🏆 Top 10 of 581 Teams — Top 1.7% Nationally
Built IncluiSphere — a full-stack accessible community learning platform with Firebase backend and real-time NoSQL database. Shipped concept to deployment in under 24 hours.
2025
Harvard CS50P — Introduction to Python
Harvard University (via edX)
Completed Harvard's CS50P certification covering algorithms, data structures, and Python programming fundamentals.
2025
GDG on Campus — AI/ML & Gen AI Study Jams
Google Developer Groups · IGDTUW
Completed Machine Learning and Generative AI tracks with hands-on labs and project-based learning.
2025
Google Cloud Study Jams
Google Developer Student Clubs
Completed Cloud Architecture and Machine Learning tracks with hands-on labs across core GCP services and cloud-native development patterns.
2025 — 2029
B.Tech — Electronics & Communication Engineering (AI)
IGDTUW · Delhi | CGPA: 8.14/10
Specialising in AI with coursework in Data Structures & Algorithms, OOP, Artificial Intelligence, and Machine Learning.
Recognition

Achievements & Milestones

🏆
Top 10 Nationally
Ranked top 10 of 581 competing teams at HackWithMAIT 6.0. Shipped a full-stack platform from concept to deployment in under 24 hours.
581 Teams · Top 1.7%
🔬
89.67% Accuracy
Improved LLM sentiment classification from 62% to 89.67% using Chain-of-Thought prompting strategies — a +27% accuracy gain on 300 labeled financial sentences.
Agentic Prompting Research · 2025
🎓
Harvard CS50P
Completed Harvard University's Introduction to Programming with Python — one of the world's most rigorous intro CS certifications.
Harvard University · 2025
☁️
Google Cloud & GDG Certified
Completed Cloud Architecture, Machine Learning, and Generative AI study jams with hands-on GCP labs and project work.
Google · 2025
IEEE Coordinator
Tech & Event Management Coordinator at IEEE IGDTUW. Managed Open Source Week for 100+ participants and led technical workshops.
IEEE IGDTUW · Nov 2025
🌱
Open Source Contributor
Active contributor to GSSoC and SSoC 2025 programs, with pull requests merged across AI/ML and web open source projects.
GSSoC & SSoC · 2025
Connect

Let's Build Together

Open to research collaborations, internship opportunities, and conversations about NLP, AI governance, and LLM systems.

📍
Location
Delhi, India
💻
🔗
🎓
Status
Seeking Research & Internship Opportunities