I'm a Computer Science undergrad at VNRVJIET with experience building end-to-end AI products. My focus is on RAG pipelines, LLM integration, and backend APIs - connecting AI models to databases and shipping full-stack solutions using FastAPI and Next.js.
Most weeks I'm designing vector search systems, integrating LLMs into applications, or prototyping new features from concept to deployment. I focus on clean code, testable systems, and solving real problems - whether that's legal document retrieval, anomaly detection, or AI-assisted triage.
Computer Science undergraduate with hands-on experience building AI-powered systems, RAG pipelines, and cloud-native applications. Seeking a role to engineer scalable, production-grade software while contributing to innovative, high-impact projects in a collaborative environment.
// nine systems, each solving a different hard problem
PRJ_01AI · RAG
NoteQuest
AI reading tracker with an end-to-end RAG pipeline.
Full-stack reading assistant with document chunking, embedding generation, and cosine-similarity semantic retrieval across 500+ page books. Secured REST APIs, AWS S3 ingestion, adaptive quizzes, chatbot, flashcards, and an LLM-generated chapter-summary layer.
Next.jsFastAPIPostgreSQLFAISSRAGAWS S3OpenAI
500+pages / book
~60%review time cut
PRJ_02Dev Tools
CodePolice
AI developer alignment & analytics for git history.
Developer analytics system that parses git diff output, generates semantic embeddings per change, and indexes them across 100+ commits for architecture-level drift detection before code review. Ships with a dashboard surfacing task-alignment deviations and anomalous commit patterns.
PythonGit APIVS Code ExtFAISSOllamaFastAPI
100+commits indexed
3+active repos
PRJ_03Enterprise RAG
PRAGYA
Governance-grade enterprise RAG for Company Law.
Citation-first RAG system using hybrid semantic + keyword retrieval with authority-based filtering across 200+ legal documents. SME-validated ingestion with amendment tracking and audit logging, 100% traceable provenance. Redis caching plus query rewriting.
Processed 50+ high-res satellite .tif raster files into Cloud-Optimized GeoTIFFs with GDAL, stored in S3, cutting tile load time by 50%+. Dockerized Tiler on EC2 serves 30+ Indian mine sites with side-by-side methane comparison and proximity alerts. Time-series forecasting powers early-warning notifications.
GraphSAGE + GAT models over Elliptic and Elliptic++ blockchain graphs (200K+ nodes, 49 timesteps). Focal loss for class imbalance, temporal split, StandardScaler-persisted checkpoints, threshold calibration capped at 0.70. Ships novelty scoring via illicit-centroid distance, temporal-trend deltas, and a Next.js canvas dashboard with percentile-rank heatmap.
AI-assisted complaint triage for workplace harassment cases.
Auth-free victim intake with OTP gate, unique JUST-XXXX case IDs, and a guided triage chat powered by Groq LLM (llama-3.3-70b). NLP triad scoring decides follow-ups, Groq vision models summarize evidence uploads, and Supabase persists normalized records with severity + urgency for HR and compliance dashboards.
Next.jsSupabaseGroq LLMVision OCRRAGTelegram Bot
3personas served
JSON-strictLLM contract
PRJ_07Multimodal RAG
EduRAG
Multimodal RAG for timestamped lecture-video retrieval.
Research pipeline combining Faster-Whisper transcription, SSIM-based keyframe sampling, OCR + adaptive VLM analysis, and a hybrid ChromaDB + NetworkX concept graph. Intent-aware router handles conceptual, temporal, visual, and locator queries. +20% contextual precision over vector-only baselines on 75 QA pairs across three domains.
Faster-WhisperChromaDBVLMNetworkXOllamaGemini
+20%precision vs baseline
75QA eval pairs
PRJ_08NLP · Verify
Fake News Detector
Claim verification via Telegram bot and web interface.
Designathon 2025 winner. Users submit claims through a React/Vite web UI or Telegram bot; FastAPI backend scrapes source URLs with Trafilatura, processes text with NLTK, and queries Google Custom Search + Gemini to return a verdict with supporting evidence.
ReactTypeScriptFastAPITrafilaturaNLTKGemini
2surfaces: web + TG
1stDesignathon 2025
PRJ_09Product
HabitQuest
Gamified habit tracker with XP, streaks, and achievements.
Build habits that stick: daily check-ins mark completion, streaks compound, XP and badges unlock as users level up. Smart reminders, visual progress charts, community sharing, mobile-responsive. One-click completion keeps friction low.
ReactTailwindNode.jsMongoDBPush API
XP / Levelsgamified loop
Responsiveall devices
04 / Log
Experience
// recent runtime history, commits to my career
2026.01 / 2026.03 · COMPLETED
AI Engineer Intern
IM India Pvt. Ltd.
Engineered an AI-powered legal research platform for Company Law using RAG architecture with hybrid semantic search, enabling contextual retrieval with source attribution.
Built a full-stack legal tech application (Next.js, TypeScript, FastAPI, PostgreSQL, Ollama) with document chunking, embedding generation, query rewriting, and Redis-based ingestion tracking.
RAGNext.jsFastAPIOllama
2025.06 / 2025.07 · COMPLETED
Developer Intern
RevGain.ai
Worked on production dashboard features including filter optimization and low-code analytics using RgStudio (Next.js, FastAPI).
Explored Wingman's AI engine for intent-based business insights, gaining exposure to customer lifecycle analytics, data integration, and cross-team workflows.
Next.jsFastAPIAnalytics
2023 / 2027 · ONGOING
B.Tech, Computer Science & Engineering
VNRVJIET · GPA 9.35 (6th Sem)
Active in VNRVJIET Convergence Technical Fest (2023, 2024, 2025) and Convergence 24-Hour Hackathon.
Coursework focus: Distributed Systems, Data Structures, Machine Learning, Software Engineering.
GPA 9.35CS & E
05 / Wins
Achievements
// four first-place finishes, and counting
◆ 1ST PLACE2026
GENDER DIVERSITY
VNRVJIET Designathon 2026
Won 1st place building a solution addressing gender-diversity challenges through product design.
FEB 2026TEAM LEAD
◆ 1ST PLACE2026
FULL-STACK
Webathon 4.0
Took home 1st in a 24-hour full-stack build sprint, shipping an end-to-end web product on the clock.
FEB 21, 2026FULL-STACK
◆ 1ST PLACE2025
CYBERSECURITY
VNRVJIET Design-a-thon 2025
Placed 1st in the cybersecurity track, designing a defensive tool focused on real user threat models.
2025SECURITY
◆ 1ST PLACE2025
INNOVATION
Webathon 3.0
Won 1st place at Webathon 3.0 for rapid product design and full-stack execution against a tight spec.
