shravyavenishetty
Venishetty Shravya
AI/ML Engineer | Full-Stack Developer | NLP Specialist | Open Source Contributor
Building intelligent systems for social impact with Python, AI/ML, and scalable architectures
🚀 About Me
"Code for society, build for impact."
I'm a passionate developer focused on creating technology that empowers underserved communities, especially through regional language AI and healthcare innovation. Currently pursuing my B.Tech in Computer Science Engineering (AI&ML), I have hands-on experience in machine learning, web development, NLP projects, and building scalable applications that make a difference.
💼 Professional Experience
🔹 AI & Open Source Intern at Swecha Telangana
Duration: 4 Months (Nov 2024 – Apr 2025)
- Contributed to India's largest Telugu AI initiative and open-source projects
- Developed Telugu NLP pipelines and created comprehensive language datasets
- Built FastAPI applications with secure authentication and RBAC systems
- Worked on AI for healthcare solutions including Electronic Health Records System
- Led workshops at AI Days 2025 and mentored new learners
- Created automated scraping and transcription pipelines for Telugu content
Key Projects:
🔹 Data Science Intern at Evoastra Ventures
- Performed Credit Risk Analysis using machine learning algorithms
- Trained predictive models on financial datasets for risk assessment
- Applied classification algorithms and model evaluation techniques
- Worked on logistic regression, decision trees, and model validation
Project: Credit Risk Analysis
🛠 ️ Technical Stack
| Languages |
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| AI/ML/NLP |
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| Backend |
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| Frontend |
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| Database |
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| Data Science |
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| DevOps & Cloud |
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| Automation |
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⭐ Featured Projects
Swecha Telugu AI CorpusScraped and transcribed Telugu datasets using OCR, audio, and NLP tools. Built automated pipeline for scraping → conversion → transcription. Python, Selenium, OCR, NLP, Audio Processing |
Electronic Health Records SystemSecure healthcare management system built with FastAPI, PostgreSQL, and Alembic with RBAC for healthcare roles. FastAPI, PostgreSQL, OAuth2, JWT, Alembic |
Image Caption GenerationCNN + LSTM model to generate descriptive captions for images, trained on Flickr8k dataset using TensorFlow/Keras. CNN, LSTM, TensorFlow, Keras, Computer Vision |
Post-Surgery Life Expectancy PredictionML model to predict 1-year survival using patient health data with classification algorithms and evaluation techniques. Machine Learning, Healthcare AI, Classification |
LLM Fine-tuningFine-tuned transformer models for semantic search and classification with prompt engineering and dense retrieval. HuggingFace, Transformers, NLP, Embeddings |
GitLab Attendance TrackerAnalyzed user activity via GitLab API to measure project contributions with Streamlit visualization dashboard. GitLab API, Streamlit, Data Visualization |
More Projects
FastAPI Blog ApplicationFull-stack CRUD blog with JWT authentication, Pydantic schemas, and PostgreSQL database. FastAPI, PostgreSQL, JWT, Pydantic |
Credit Risk AnalysisPerformed data analysis and built predictive models to assess loan risk using various ML algorithms. Machine Learning, Risk Analysis, Financial Data |
Docker Demo ProjectContainerized Python projects with Docker & docker-compose ensuring reproducible development environments. Docker, Container Orchestration, DevOps |
InsightBotAutomated anomaly detection system generating insights from structured data sources with API architecture. Anomaly Detection, FastAPI, Data Analysis |
📚 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
- Advanced Linux system administration
🤖 Machine Learning Specialization
- Regression, classification, clustering, model evaluation
- Advanced techniques with scikit-learn, Pandas, Matplotlib, NumPy
🌟 Community & Open Source
🔹 Workshop Facilitator @ AI Days 2025
- Conducted AI sessions and mentored new learners
- Led hands-on workshops on Telugu NLP and AI applications
- Contributed to community building in AI education
🔹 Swecha Telangana Active Contributor
- Projects for social impact: Telugu NLP, EHRS, InsightBot
- Active participation in DevDays, tech meetups, and open-source codebases
- Mentoring new contributors and interns
- Community building through workshops and knowledge sharing
📊 GitHub Analytics
🎓 Education
Bachelor of Technology in Computer Science Engineering (AI&ML)
Final Year Student
Telangana, India
Core Focus Areas:
- Python Programming & Advanced Data Structures
- Artificial Intelligence & Machine Learning
- Web Technologies & Full-Stack Development
- Database Management Systems
- Operating Systems & Computer Networks
🏆 Key Achievements
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🥇 6-month internship at Swecha Telangana contributing to India's largest Telugu AI initiative -
🚀 Workshop facilitator at AI Days 2025, mentoring 100+ participants -
💡 Open-source contributor with 10+ projects in AI, NLP, and web development -
🌟 Community impact through regional language AI and healthcare innovation projects -
📈 Technical expertise across full-stack development, ML/AI, and DevOps
📫 Connect With Me
💼 Open to Opportunities
Seeking internships, research positions, and full-time roles in:
AI/ML Engineering • Full-Stack Development • NLP Research • Open Source Innovation
Let's build technology that creates positive social impact together!