shravyavenishetty
Venishetty Shravya – Developer | AI Enthusiast | Open Source Contributor
B.Tech Final Year (Computer Science Engineering(AI&ML))
Telangana, India | Passionate about AI, Full-Stack Development, and building tech for social good
Active Contributor at Swecha Telangana
About Me
I'm a self-driven developer with hands-on experience in machine learning, web development, and NLP projects. I enjoy designing intelligent systems, automating workflows, and deploying scalable applications. My goal is to create tech that empowers underserved communities, especially through regional language AI and healthcare innovation.
Higher Education
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Bachelor of Technology CSE(AI&ML)
Pursuing Final Year
Core focus: Python, AI/ML, Web Technologies, DBMS, Operating Systems
Internships
Swecha Telangana (AI & Open Source)
Duration: 4 Months (Nov 2024 – Apr 2025)
- Telugu NLP, FastAPI applications, dataset creation, AI for healthcare
- Contributed to key projects like EHRS, InsightBot, and GitLab trackers
Evoastra Ventures (Data Science Intern)
Credit Risk Analysis using ML algorithms
- Trained models on financial datasets
- Worked on classification and evaluation techniques for risk prediction
Notable Projects
One-Year Life Expectancy Post-Thoracic Surgery
- Built an ML model to predict 1-year survival using patient health data
- Applied classification algorithms and model evaluation techniques
Image Caption Generation
- Used CNN + LSTM to generate descriptive captions for images
- Trained on Flickr8k dataset using TensorFlow/Keras
Credit Risk Analysis
- Performed data analysis and built predictive models to assess loan risk
- Used logistic regression, decision trees, and model validation
Swecha Telugu AI Corpus
- Scraped and transcribed Telugu datasets using OCR, audio, and NLP tools
- Built an automated pipeline for scraping → conversion → transcription
Finetuning LLMs
- Fine-tuned transformer models for tasks like semantic search and classification
- Worked on prompt engineering, dense retrieval, and embedding visualization
Electronic Health Records System (EHRS)
- Built using FastAPI + PostgreSQL + Alembic
- Implemented secure authentication and RBAC for healthcare roles
InsightBot – Anomaly Detection
- Detected data anomalies and generated automated insights from structured sources
- Focused on API architecture, access control, and backend efficiency
FastAPI Blog Application
- Full-stack CRUD blog with JWT auth, Pydantic schemas, and PostgreSQL DB
GitLab Attendance Tracker
- Analyzed user activity via GitLab API to measure project contributions
- Built with Streamlit and Python for data visualization
Docker Demo Project
- Containerized Python projects with Docker & docker-compose
- Ensured reproducible local dev environments
Certifications & Learning
Cohere LLM University
- Text Embeddings & Representation
- Text Generation & Prompt Engineering
- Retrieval-Augmented Generation (RAG)
- AI Deployment with Streamlit, Weaviate, Databutton
IIT Bombay edX – Shell Scripting & Linux
- File handling, cron jobs, bash scripting, process monitoring
Machine Learning
- Regression, classification, clustering, model evaluation
- Libraries:
scikit-learn,Pandas,Matplotlib,NumPy
Community & Open Source
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Workshop Facilitator @ AI Days 2025
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Conducted AI sessions and mentored new learners
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Swecha Telangana Contributor
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Projects for social impact: Telugu NLP, EHRS, InsightBot
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Active in DevDays, tech meetups, and open-source codebases
Technical Stack
| Domain | Tools & Technologies |
|---|---|
| Languages | Python, SQL, Bash, JavaScript (Basics) |
| Backend | FastAPI, Flask, Streamlit, REST APIs, OAuth2, JWT |
| Frontend | Next.js, TailwindCSS, Figma, Payload CMS |
| Database | PostgreSQL, MongoDB, Alembic, SQLite |
| DevOps & Cloud | Docker, Git, GitLab CI/CD, AWS S3, Boto3 |
| AI/NLP/ML | PyTorch, TensorFlow, HuggingFace Transformers, Vemana ASR, Cohere |
| Automation | yt-dlp, ffmpeg, Selenium, BeautifulSoup, pydub, Shell Scripting |
| Data Science | NumPy, Pandas, Matplotlib, Scikit-learn |
Let’s Connect
- LinkedIn: linkedin.com/in/shravyavenishetty03
- GitHub: github.com/Shravyavenishetty
- GitLab: code.swecha.org/shravyavenishetty03
- Email: shravyavenishetty03@gmail[dot]com
- Opportunities: Open to internships, research, and full-time roles in AI, full-stack development, or open-source innovation.
_ “Code for society, build for impact.”_