Experience
Detailed breakdown of experiments and impact delivered at each engagement.
Research Intern
Samsung PRISM
Jan 2026 – PresentBengaluru, India
- Developing Screen2LaTeX Conversion (SLC) system using lightweight neural networks to convert screenshots and PDFs into portable LaTeX code
- Engineering pipeline to detect and extract text, equations, tables, and figures using bounding box localization for automated document reconstruction
- Implementing CNN/CRNN architectures fused with OCR techniques to optimize document layout analysis and image-to-text generation
PythonCNNCRNNOCRNeural NetworksLaTeX
Agentic AI Engineer Intern
Centre for Development of Telematics (C-DOT)
- Architected an autonomous SOC analyst using LangGraph and Python to orchestrate Tier-1 security investigations by correlating multi-host telemetry
- Engineered a RAG pipeline with ChromaDB and OpenSearch; grounded LLM reasoning in MITRE ATT&CK (350+ techniques), achieving 100% recall on curated synthetic attack sets
- Deployed Dockerized microservices with Streamlit dashboard and hybrid Ollama/Gemini backend, reducing incident triage time by 97% in internal testing
PythonLangGraphChromaDBOpenSearchDockerStreamlitRAG
Data Science Intern
Central Water Commission (SWRMO Division)
- Engineered production-grade ML pipeline with lag/rolling/cyclic features integrated with IMD rainfall data, achieving 88.15% accuracy within ±0.15m and MAE = 0.0942m
- Benchmarked multiple LSTM architectures; validated XGBoost for similar accuracy at lower compute
- Maintained reproducible codebase with documented assumptions: github.com/AbhyDev/cwc-flood-forecasting-ml
PythonXGBoostLSTMPandasTime SeriesFeature Engineering
Project Intern
Bhatiyani Astute Intelligence
May 2025 – Jul 2025Bengaluru, India
- Built an offline NFC-based tap-to-pay wallet for visually impaired users using ESP32-S3, ESP-IDF, and AES encryption
- Integrated haptic PIN entry for 2FA, EEPROM-backed credential storage, and physical key support for secure screenless transactions
ESP32ESP-IDFC/C++NFCAES EncryptionEmbedded Systems
Education
RV College of Engineering
B.E. Computer Science & Engineering — CGPA: 8.81/10 (till date)
Bengaluru, Karnataka, IndiaOct 2023 – Aug 2027 (expected)
Delhi Public School
Higher Secondary Education
Bhopal, Madhya Pradesh, IndiaMay 2023