Experience
Two internships, both about turning models into systems.
Everything below shipped to real users — with the latency, uptime, and eval numbers to show for it.
AI/ML Developer Intern
Hansraj Ventures · FinTech, LegalTech & Social Media
- Built the full backend for FamioX Employee Suite — a Teams-style real-time collaboration platform with WebSocket channels, presence, and threaded messaging, plus async employee-activity logging to MongoDB — serving concurrent sessions at sub-100ms message delivery.
- Architected Risk Minor, a production multi-agent risk-intelligence platform: hybrid BM25 + semantic vector search (Milvus) feeds a RAG pipeline for natural-language queries over live risk data, with a finetuned sLLM auto-generating structured compliance reports.
- Wired RAGAS eval scores (context precision, answer faithfulness) into a Langfuse dashboard for real-time hallucination monitoring across every RAG response.
- Built a multilingual NLP translation pipeline for risk-document ingestion — language detection and model-routing to locale-appropriate translation models — enabling cross-border regulatory coverage.
- Deployed an sLLM-powered vision pipeline for FamioX generating automatic photo captions and content tags at inference time, cutting manual content-labeling overhead by roughly 60%.
- Engineered async FastAPI REST microservices across all services with Docker-based CI/CD — reduced response latency by roughly 40% and maintained 99%+ uptime across staging and production.
Software Developer Intern
ACCESCO Living · FinTech & Smart Home
- Built an inventory-monitoring system paired with a demand-forecasting model (Scikit-Learn, time-series regression on current + prior-week sales data) — reduced stockouts by 35% and overstock waste by 22%.
- Designed a household budgeting engine that auto-allocates income into Needs, Expenses, Fun, and Savings using city cost-of-living indices, family size, and income — personalized financial plans across 4 city tiers.
- Deployed statistical anomaly-detection pipelines on time-series telemetry, cutting false-positive alerts by 28%.
- Refactored a legacy monolith into async FastAPI microservices with Docker-based reproducible testing, reducing end-to-end latency by 40%.
Technical Associate
SIT Photography Club
- Built and deployed the club's official website using HTML, CSS, and JS.
- Manage technical infrastructure, version control, and content updates.
Contributor
GirlScript Summer of Code
- Contributed to open-source projects as part of a global summer-long mentorship program.