Astha Dahiya | Portfolio

About Me

Currently in the 6th semester of B.Tech in Computer Science from DTU, awarded the Research Gem Award, Merit Scholarship, and Chancellor’s Recognition Award. Enthusiastic about AI, Data Science, and impactful research with published work in top journals.

Skills

Languages: Python, C++, R, Java, JavaScript
Libraries: TensorFlow, PyTorch, Scikit-learn, NumPy, Pandas, Matplotlib
Tools: Tableau, Power BI, Jupyter, Git, SPSS
Cloud: AWS, Azure, GCP

Experience

Junior Data Scientist, TGID

Analyzing student performance, building dashboards and improving tools using Python, SQL, Power BI.

Research Intern, Samsung R&D Institute Noida

Developed LSTM-based model for anomaly detection in distributed systems.

Web Development Intern, NIC

Created a sanitation management app using TypeScript and Reach for 700,000+ residents.

Research Intern, DRDO

Built an active learning model with LSTM to reduce training data needs for ML models.

Education

Delhi Technological University (DTU)

B.Tech in Computer Science (2022 - 2026)

Electives: AI, Compiler Design, Computer Networks, OOSE

Projects

CNN for Image Classification

Used TensorFlow to train CNNs on image datasets.

Twitter Sentiment Prediction

NLP + SVM applied on US airline tweets dataset.

Naive Bayes for Text Mining

Improved text classification with modified NB algorithm.

Instabot Enhancement

Used Selenium WebDriver to expand Instagram bot capabilities.

Zomato API Visualization

Created infographic visualizations using SQL, JSON, Matplotlib.

Research Publications

Smart Financial Market Risk Prediction – IJAE
Business Process Analytics using Big Data – IJAER
Ensemble NLP Performance – IJIASE
Hydrogen-Natural Gas Blend Model – IJTSE
AI and IoT Integration Study – IJRST
Quantum Dynamics in Physical Computing – IJISE
Cardiac Disease Prediction using ML & DL – IJRMST
Spatial Data Science & Covid-19 – IJRMST

Leadership & Community

Campus Ambassador, ZS Associates

Partnered with ZS recruiting team to manage engagement and hiring at DTU.

Training & Placement Officer, DTU

Managed placement records for 3500+ students and employer relations.

Volunteer, ZS Cares India

Organized pro-bono hackathons, solved data issues for Sewa Arogya Foundation.

Co-Founder, CLIMB

Built a 300+ women community for mentoring and STEM career navigation.

Conferences & Workshops

Harvard US-India Initiative (Delegate)
Peek Experience – Harvard Business School
McKinsey Women Leaders Program
NASSCOM Big Data & Analytics Summit
World Bank – Use of Open Data
IoT India Expo
CSR Conference – Panelist
Inflation & Economics by IGIDR

Contact

Email: asthadahiya2004@gmail.com

Phone: +91-8814025999

LinkedIn: Astha Dahiya