🌿 from the field to the model, the curiosity never changed 🌿
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I started out studying life at its smallest, most intricate level — the living world of zoology. Now I decode a different kind of complexity: the patterns, reasoning, and emergent intelligence inside large language models and agentic AI systems.
I'm drawn to systems that feel almost alive. And to the craft of making them reliable.
AI-focused Software Engineer at 4Labs Technologies, building production AI that actually ships — Gemini-powered candidate scoring, real-time WebSocket pipelines, async email systems, and an AI-driven interview analysis platform in the works. Outside of work: autonomous agents, RAG systems built around regional Indian recipes, vision pipelines for medical prescriptions.
Finalist — Allianz Digital University Awards, Best Digital Innovation for Social Impact 2024 🏆
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🌿 Former zoologist → AI engineer — the curiosity about complex systems never changed, only the subject matter |
🌺 From Kerala, India |
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🐾 Kiara · Coco · Princess · Ella — the current supervisory board 🐾
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🌱 RMS Phase 3 · 4Labs Technologies 🌱 Stock Market AI |
🌱 Novaire · Ongoing 🌱 Astravea |
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🏢 Enterprise
Recruitment Management System — Production · 4Labs Technologies · Multi-tenant AI recruitment platform · 200+ REST APIs · ~40% improvement in candidate relevance
AI-powered candidate scoring and JD question generation via Gemini API. Automated resume ingestion via Microsoft Graph, real-time WebSocket push via Redis, async email queueing with Celery and SMTP, AWS S3 document storage, and resume-to-branded-PDF pipeline.
~35–40% improvement in candidate relevance · ~50% improvement in recruitment efficiency
Django Next.js MongoDB Gemini API Celery Redis WebSockets AWS S3 Jinja2
🌿 Personal & Open Source
Velune — Autonomous multi-agent AI · Plan → Execute → Critique → Remember pipeline · self-evaluating output · long-term semantic memory · LangChain · Qwen 2.5 72B · ChromaDB
A structured planner decomposes goals into 3–5 prioritized tasks. A LangChain ReAct executor runs Thought → Action → Observation loops with web search, Wikipedia, arXiv, math eval, and Python REPL tools. A Critic agent scores output quality 1–10 and triggers reruns on low scores. ChromaDB handles persistent semantic memory across sessions.
LangChain Qwen 2.5 72B ChromaDB Sentence Transformers DuckDuckGo Streamlit
Rasaveda — RAG recipe intelligence · 108+ global & Indian recipes · pantry-to-plate matching · substitution suggestions · conversational chatbot · ChromaDB · FastAPI
Semantic ingredient-to-recipe matching using ChromaDB and Sentence Transformers. Features AI-driven recipe improvement analysis, ingredient gap analysis, a RAG chatbot, and a FastAPI REST layer. Five hand-crafted Indian regional UI themes.
ChromaDB Sentence Transformers Qwen 2.5 7B FastAPI Pydantic Streamlit
Caelune — AI study assistant · PDF / DOCX / images / handwriting → summaries, flashcards & quizzes · 12 subjects · 10 languages · 3 difficulty levels · Llama 3.2 Vision · HuggingFace
Transforms multi-format notes into summaries, flashcards, quizzes, and glossaries. Vision OCR via Llama 3.2 Vision for handwritten scans. Streaming responses, session history, and adjustable difficulty.
Qwen 2.5 7B Llama 3.2 Vision HuggingFace Inference API pdfplumber Streamlit
Halcyon — ATS-optimised resume & cover letter generator · JD tailoring · Resume + Cover Letter bundle · 5 export themes (PDF & DOCX) · HuggingFace · ReportLab
Generates resumes, cover letters, meeting notes, and business reports from free-form text or file uploads. Section-by-section AI rewriting, job description tailoring, and five visual themes.
HuggingFace Inference API Zephyr / Phi-3 / Mistral ReportLab python-docx Streamlit
AI Stock Market Analysis Platform — Ongoing · Agentic market pattern recognition & signal generation · async task pipeline · containerised · LangGraph · FastAPI · MongoDB · Docker
Production-grade agentic platform for autonomous reasoning across market data. OpenAPI-spec-first FastAPI architecture with Celery and Redis for async task processing, containerized with Docker.
LangGraph FastAPI MongoDB Celery Redis Docker
Novaire — Ongoing · Multimodal prescription extraction · structured data from prescription images · automated drug interaction flagging · VLM · OCR · NER
Pipeline extracting structured medication data from prescription images using Vision-Language Models, OCR, and named entity recognition, with risk flagging for drug interactions.
Vision-Language Models OCR NER Streamlit HuggingFace
Seeker — 🏆 Allianz Digital University Award Finalist 2024 · AI freelancing platform · intelligent skill matching & recommendation engine
AI-driven freelancing platform built for the Allianz Digital University Awards. Finalist — Best Digital Innovation for Social Impact 2024.
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🏅 Google Cloud Generative AI Track · 2025 |
🎓 MSc Computer Science — Data Analytics |
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🕯️ This page was built in the glow of a laptop screen, with a cat on the keyboard and a dog at my feet. 🕯️
🐈⬛ Kiara, Coco, Princess & Ella — the current QA team, always on duty (especially during Zoom calls)
🕯️ Forever loved, never forgotten 🕯️
🐾 Poochu · Kathu · Tom · Sebastien · Simba · Kitty · Nymeria · Prince · Aaliyah
🐾 Shinto · Bruno · Puppy
— my first code reviewers, loudest critics, and truest fans.
You were here. You mattered. I carry you in every line I write, in every late-night debug session, in every quiet moment between commits.
You taught me patience when things broke.
And you taught me that even in silence, presence speaks volumes.
I may not change the world in big ways, but because of you, I live in it with a fuller heart. You will all be part of my family. You taught me what love really means — and that's the foundation of everything I build.
twelve cats · three dogs — a lifetime of love
Built with rose-tinted glasses · Powered by too much chai · Supervised by cats
And always, always — in your honor. 🐾