Race forecasting, explained
A live Formula 1 forecasting product with a LightGBM model, FastAPI service, and Next.js dashboard. The system joins multi-year race data, weather, qualifying pace, telemetry, and driver-team form into transparent next-race predictions.
Production forecasting across 21 engineered race features
Evidence-first recruiting intelligence
A production hiring workspace that turns resumes into auditable candidate rankings. It combines hard-rule screening, lexical and semantic retrieval, structured LLM assessment, calibration tooling, and protected-class guardrails.
Built end-to-end in one week with a four-worker evaluation pipeline
Call-center intelligence from raw audio
An AI call analytics platform that transcribes recordings, measures sentiment and phrases, correlates behavior with outcomes, and trains purchase-prediction models with per-call SHAP explanations.
A seven-phase FastAPI and Next.js platform with phases one through three implemented
Agricultural compliance intelligence
A nitrogen-risk decision tool that combines field geometry, live weather, nearby waterways, economic exposure, and regulatory context into an explainable compliance memo.
Geospatial risk analysis with Gemini and Groq fallback
Learning-enhanced vehicle control
A controller for comma.ai's Controls Challenge v2 that blends PID feedback, learned feedforward steering, and target lookahead. It was evaluated across 5,000 driving segments against the reference controller.
Reduced total control cost from 111.346 to 66.672
Hinglish voice qualification for sales leads
An outbound voice-agent system for Meta Ads leads. It calls immediately, qualifies prospects in Hinglish, scores them as hot, warm, cold, or invalid, and routes promising conversations to the sales team.
Designed as a real-time voice, scoring, retry, and sales-alert pipeline
Interview attendance workflows
A recruiting operations product for recording attendance, authenticating teams, persisting interview data, and collecting candidate responses through shareable links.
Private backend development paired with a public Next.js web client
Adversarial vision research
A reproduction study of the CVPR 2022 Attention-Fool attack across ViT, DeiT, and ResNet models, including a careful investigation of checkpoint and timm-version reproducibility gaps.
Evaluated targeted adversarial patches on 1,000 ImageNet images
Community wellness site
A polished community and wellness website for Ananta: The Inner Circle, shaped around events, stories, connection, and a deliberately warm visual identity.
Designed and shipped as a real client-facing web experience
Student housing matching
A Flutter app that helps students discover housing and roommate matches through preference-aware listings, swipe interactions, and detailed property views.
Turned a stressful search flow into a mobile-first matching experience
Voice notes to email
A cross-platform Flutter app for recording voice messages, visualizing audio, transcribing speech with Azure Speech Services, and sending the result by email.
Combined recording, transcription, local storage, and email in one workflow
Pose-based badminton coaching
A badminton coaching prototype that analyzes uploaded match video with PoseNet and turns motion signals into conversational, technique-focused feedback.
Validated directly with UC Davis players and coaches
SMS classification study
A text-classification study that preprocesses SMS data, engineers language features, and compares neural networks, SVM, random forest, and Naive Bayes models.
A practical comparison of multiple classification approaches
One-day Flutter game
A compact Flutter word game with a complete guessing loop, visual feedback, and a clean mobile interface—built in a focused one-day sprint.
A small but finished exercise in state, feedback, and game feel
Number base converter
A cross-platform Flutter utility that converts values between binary, decimal, hexadecimal, and other number systems across mobile, web, and desktop.
A focused utility built once for multiple platforms
A clean exploration of local state and everyday mobile UX
Task manager
A lightweight Flutter task manager for adding, completing, and organizing everyday work with a deliberately simple interface.
A clean exploration of local state and everyday mobile UX
