Bodhi — RAG
Enterprise-grade RAG turning PDFs into interactive knowledge bases with Amazon OpenSearch, Redis, and AWS Bedrock.
Full-Stack & AI/ML Engineer · Founding Engineer — Ahmedabad, India
Maahin Panchal — Full-Stack & AI/ML EngineerMAAHINPANCHAL
I build and own production systems end to end — multi-tenant SaaS on 86+ edge functions, enterprise RAG pipelines, and sub-200ms voice AI agents. I ship fast, test rigorously, and iterate on feedback.
See my experience
JEPA (Joint Embedding Predictive Architecture)✳Pre-Training✳Post-Training✳Reinforcement Learning✳Recursive Self-Improvement✳Evaluations✳Agent Building✳ML Infrastructure✳Inference✳JEPA (Joint Embedding Predictive Architecture)✳Pre-Training✳Post-Training✳Reinforcement Learning✳Recursive Self-Improvement✳Evaluations✳Agent Building✳ML Infrastructure✳Inference✳
01
Experience
01
Unloq®
Full-Stack & Voice AI Engineering InternIndia · Remote05/2026 — Present
- —Started 13 May 2026. Contributing to backend and frontend of an AI-driven platform in the healthcare communication space.
- —Built knowledge management and retrieval systems, implemented AI safety guardrails, and strengthened multi-tenant data isolation and auditability.
- —Integrated several weeks of parallel development streams into a single, well-tested codebase under spec-driven development and rigorous testing.
- —Feedback from lead Tauseeq Kazi: recognised as the intern showing the most hard work and effort, handling tasks beyond typical intern scope.
02
Aegis Whistle
Founding EngineerRemote11/2025 — 04/2026
- —Developed a full-stack SaaS platform using React 18.3, TypeScript and Vite, implementing responsive UIs with Tailwind CSS, Framer Motion, and Recharts.
- —Built a multi-tenant backend on Supabase (PostgreSQL) with 86+ Edge Functions, SQL migrations, and Row-Level Security. Integrated ElevenLabs Voice AI, Google Gemini, and Vectara semantic search via MCP.
- —Implemented Stripe for payments and subscriptions, Twilio for voice/SMS/WebRTC, and Netlify Functions for webhooks.
- —Used React Router DOM v7, device fingerprinting, PII masking, and RBAC. Deployed on Netlify and Supabase Edge Functions.
03
Sufalam Technologies
AI/ML EngineerAhmedabad, India07/2024 — 10/2025
- —Used YOLOv8 and Roboflow to develop object-detection projects for keyboard internal parts, enhancing accuracy and efficiency.
- —Designed and shipped an APK-based screen-damage detection system with TensorFlow, YOLOv8, Roboflow and Android.
- —Created a comprehensive balance-sheet analyzer with chat functionality and KPI charting, streamlining financial analysis.
- —Built a robust chatbot using AWS (S3, Lambda, DynamoDB, Bedrock), Django, Redis and Cloudflare.
- —Worked on Voice AI Agents for communication using LiveKit and alternatives.
04
CSEdge
Python Developer — InternRemote06/2024 — 07/2024
- —Web Scraper using BeautifulSoup to extract and process data from various websites.
- —NLTK chatbot mapped via JSON to handle user queries.
- —Flask-based task management tool optimizing tracking, updates and deletions.
- —PyAudio voice recorder & storage application with a friendly UI.
Production ownership across backend, frontend and AI systems
02
Projects
Balance Sheet Analyzer
AI-powered tool: upload balance sheets, get OpenAI-driven analysis with conversational query support.
Contentstack — Coc Stat
Headless CMS architecture with 5 content models and 11 entries wired via Python (Flask) APIs.
VideoMeet
Web conferencing hub with Flask + ZEGOCLOUD and real-time speech-recognition pipelines for accessibility.
Vocabulary Builder
Multilingual learning app with a custom Wiktionary parser supplying definitions, synonyms and flashcards.
Workflow Automation (n8n)
Chat-embedded automation coupling OpenAI Chat Model with memory buffers and calculator nodes via n8n.
Keyboard Parts Detection
YOLOv8 pipeline identifying CPU sockets, RAM slots and PCIe — validated with confusion matrices on Roboflow sets.
Google Clone
ReactJS platform replicating search dynamics via Google Search API, YouTube Data API and news endpoints.
JEPA (Joint Embedding Predictive Architecture)✳Pre-Training✳Post-Training✳Reinforcement Learning✳Recursive Self-Improvement✳Evaluations✳Agent Building✳ML Infrastructure✳Inference✳JEPA (Joint Embedding Predictive Architecture)✳Pre-Training✳Post-Training✳Reinforcement Learning✳Recursive Self-Improvement✳Evaluations✳Agent Building✳ML Infrastructure✳Inference✳
03
Hackathons
01
SSIP Hackathon
Selected with a guarantee of ₹2,49,000 using YOLOv8 & Roboflow on Google Colab.
02
Kshitij 2025 — IIT Kharagpur
Secured 3rd rank building ensemble-voting classifier pipelines on a cancer dataset.
03
AWS AI Agent Global
Built an AI sous chef with sub-200ms voice via OpenAI Realtime, AWS Bedrock Agents, Nova and LiveKit WebRTC.
04
Smart India Hackathon 2023
Cleared screening rounds assembling tours-and-travel workflows.
05
Gemini × Pipecat
YCNexus mock-interview agent: STT → Gemini Live → TTS with Pipecat + Tavus avatars on FastAPI.
06
Contentstack Techsurf 2024
Advanced to Round 2 of the Explorer India Challenge with Next.js + headless SDK.
07
TiDB Hackathon
Atelier AI e-commerce with vision modalities auto-routing Patola textile schemas to smart descriptions.
08
Quant Quest — Algobulls
Algorithmic trading backtests with Phoenix Copilot — Team AI Avengers.
09
DeepSeek vs Llama
LocalLogic — offline-native sidecar with DeepSeek-R1-Distill at $0.00 marginal cost and 100% privacy.
10
Bolt — WildScape
Wildlife conservation gamified via 'Carbon Coins' bridging AI chatbot knowledge limits.
Visit live site ↗11
Amazon Nova
NetMCP — MCP orchestrator extracting real-time network traffic into natural-language insights.
12
BigQuery — Kaggle
FashionVision AI — multimodal cataloging with Gemini 2.0-Flash mapping images to BigQuery records.
13
AI Vibe Coding
Amigo — audio-first AI interview coach using Ragie + ElevenLabs with reactive interruption arrays.
14
Base44 AdSpark
Gemini-NLP ad creatives with rapid iteration deployed natively on Base44.
15
Kiro & Kiroween
WallCraft desktop gradient engine + AI counterfeit-medical authenticator.
16
HackOut'23, Lindy, MeDo
Nano Banana pipeline for Lindy comic productions and zero-code apps over MeDo bounds.
17
Build with MeDo — Research Swipe
Discovery + study tool featuring the top 101 AI researchers: upload a paper, get 10 AI-generated deep-dive questions across OpenAI, Gemini, Claude and Groq.
Visit live site ↗18
The Bloomathon — Bloom × GPT-5.5
Six-day build-in-public sprint shipping a working app on the Bloom platform — execution over pitch decks.
Visit live site ↗19
BTT Web Game Jam — Summer 2026
Super Mario: a browser-native platformer built for the Devpost game jam — tight jump physics, tile-based levels and retro sprite work running fully client-side.
Visit live site ↗04
Skills & certificates
Programming
PythonJavaScriptTypeScriptHTMLCSS
Frameworks
ReactDjangoFlaskTensorFlowKerasTailwind
Databases
PostgreSQLMySQLMongoDBDynamoDBRedisOpenSearchQdrant
Cloud & Tools
AWS LambdaS3BedrockCloudflareDockerGitOpenCV
Certificates
Google AI Essentials, Machine Learning Master, ML Professional
Introduction to Generative AI
TATA Crucible Campus Quiz 2024 — Participation
ContentStack for Developers + Launch (Techsurf 2024)
Web Development Fundamentals — IBM
Altair RapidMiner Data Analytics & AI Platform
Advanced LLM Agents MOOC (Spring 2025)
05
Focus & education
Looking for roles where I can own systems end to end as a Member of Technical Staff, ML, RL or Evaluation Engineer.
I go deep fast: reinforcement, evaluation and agent systems are where I spend my time, and I keep sharpening through feedback and self-directed practice.
My work spans full-stack platforms and applied AI — multi-tenant architecture, RAG retrieval, voice pipelines and computer vision, shipped to real users.
Also open to
Full-Stack EngineerAI EngineerVoice AI EngineerSystems EngineerResearch Engineer
4
Roles & internships
18+
Hackathons entered
8.43
B.E. CGPA
07/2025B.E. Information TechnologyL.D College of Engineering
05/202112th Science — 89.2%Hiraman Primary/Secondary School
CGPA 8.43 · CPI 8.37 · SPI 9.00