vaishnavi vemula
@vaishnavivemula
AI & ML undergraduate building LLM-powered, data-driven products—bridging compliance, trading, and user research.
IndiaWhat I'm looking for
I’m an AI & ML undergraduate focused on turning messy data and real-world requirements into practical AI systems. As a Machine Learning & Data Intern, I supported data collection and preprocessing for a Telugu language model, explored LLM-based chatbot architectures with Python and open-source NLP tools, and reviewed academic literature to evaluate approaches for regional language AI.
My project work blends probabilistic modeling with dependable logic and user-ready outputs. In AuditFlow AI, I built a neuro-symbolic compliance-checking pipeline using LLM-based clause extraction with a Neo4j knowledge graph for deterministic, auditable rule verification, and I designed graph-gated classification plus a confidence-gated extraction stage to prioritize precision and traceability.
I also enjoy building and communicating quantitative results clearly and validating product direction through research. I created a Monte Carlo simulation engine with NumPy, SciPy, and Streamlit with Plotly visualizations, and I ran research to identify usability gaps by analyzing 48 survey responses and proposing an AI-assisted research workflow.
Experience
Work history, roles, and key accomplishments
Machine Learning & Data Intern
Viswam AI
May 2025 - Oct 2025 (5 months)
Contributed to data collection and preprocessing efforts for Telugu language model development, including corpus creation and quality validation workflows. Explored LLM-based chatbot architectures using Python and open-source NLP tools, and reviewed academic literature to evaluate approaches for regional language AI systems.
AuditFlow AI
IIT Delhi
Jan 2026 - Present (6 months)
Built a neuro-symbolic compliance-checking pipeline combining LLM-based clause extraction with a Neo4j knowledge graph for deterministic, auditable rule verification targeting banking regulations. Implemented a graph-gated classification layer with confidence-gated extraction to prioritize precision and traceability, and presented the architecture at IIT Delhi Blueprint 6.0 (Top 8/400+).
Developed a lightweight Python CLI trading bot (BasicBot) for Binance Futures Testnet (USDT-M) supporting market, limit, and stop-limit orders for both buy and sell sides. Implemented secure credential handling with environment variables, structured request/response/error logging, and order lifecycle management (open/resting, cancel by order ID, and recent trade history).
Education
Degrees, certifications, and relevant coursework
B.V. Raju Institute of Technology (BVRIT)
Bachelor of Technology, Artificial Intelligence & Machine Learning
2023 - 2027
Pursuing a B.Tech in Artificial Intelligence & Machine Learning at B.V. Raju Institute of Technology (BVRIT) from 2023 to 2027.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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