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maitray-agrawal/README.md

Maitray Agrawal

AI/ML & Full-Stack Developer  •  Data Science & Analytics  •  Building Agentic AI Systems

typing animation


About

Final-year B.Tech Computer Science (AI & ML) student at Pimpri Chinchwad University, Pune. Recently completed an AI/ML Engineer internship at Tata Motors, shipping four full-stack and ML systems into internal use rather than as prototypes.

I work across the stack — React/FastAPI web apps, relational and document databases, ML models, and data pipelines — and specialize in agentic AI: orchestrating LLMs behind deterministic business logic instead of letting them run the show. Rule engine first, LLM only where rules can't solve it.

Currently looking for AI/ML Engineer, Full-Stack Developer, Data Scientist, and Data Analyst roles.


AstraX

AstraX is my personal family of AI products — seven systems, each its own domain, built on one philosophy: build intelligent systems that solve meaningful real-world problems.

Product Domain Status
Niyukti HRTech — talent intelligence & candidate matching Live
Vajra Industrial AI — crisis & incident intelligence Live
Satyam GovTech/TrustTech — verification & compliance Live
Margadarshi EdTech/CareerTech — multilingual career guidance Live
KuberSetu FinTech — financial intelligence & operations Live
Vaidhya HealthTech — AI clinical documentation Coming soon
Agni Agentic reasoning / sovereign AI layer Coming soon

Experience

AI/ML Engineer Intern — Tata Motors — May 2026 – Jul 2026

Delivered four systems into internal use:

  • ICIS:Industrial-Competency-Intelligence-System — Flask + SQLite (FTS5) competency-mapping engine linking shop-floor skills to vocational curricula; cut manual reconciliation effort by ~40%
  • PCU-TATA ERP — full-stack FastAPI + React student lifecycle system rebuilt around a PNPC-based attendance workflow, with fuzzy Excel/XLSB ingestion and automated PDF generation (ReportLab)
  • TMPVL AuditIQ — FastAPI rule engine with 11 compliance rules and WARNING/ERROR/FRAUD severity tagging for billing audits
  • Supervised ML model for spare-parts demand forecasting

Data Analytics Internship — Google Cloud (via EduSkills/AICTE) — Apr 2026 – Jun 2026

  • Completed Google Cloud Data Analytics virtual internship, graded O (Outstanding)
  • Built ETL pipelines following CRISP-DM methodology on GCP/AWS-adjacent tooling

Featured Projects

MAITX — Agentic AI

Agentic AI orchestration pipeline — ingests 500+ unstructured WhatsApp broadcast messages/day and converts them into structured, validated data.

FastAPI Groq LLaMA 3.1 Gemini 2.5 Flash Meta WhatsApp API Pydantic MongoDB Atlas

  • Deterministic LLM routing — ~60% reduction in API calls vs. naive routing
  • Sub-200ms webhook response at 14,400 requests/day
  • Automated 48-hour deadline notification engine

Niyukti — HRTech / Data Science / ML

AI recruitment intelligence platform with a six-pillar candidate-ranking engine and an explainability module for human-readable scoring justifications.

FastAPI scikit-learn Groq LLM SQLAlchemy SQLite

  • Benchmarked at 361.51 candidates/sec across 100,000 candidates
  • Groq-powered parser for unstructured job descriptions

Margadarshi — EdTech / CareerTech / Full-Stack

AI-powered career guidance platform — built for Smart India Hackathon 2025, with multilingual and speech support.

React React Native FastAPI TensorFlow scikit-learn Spring Boot Supabase AWS Docker Bhashini API

KuberSetu — FinTech / Agentic AI

Financial intelligence & operations platform — part of the AstraX product family.

Vaidhya — HealthTech / Agentic AI (coming soon)

AI clinical documentation assistant for rural clinics — SOAP note generation, drug-interaction checks, FHIR R4 export, and an offline NLP fallback for low-connectivity settings. Built for Smart India Hackathon 2025/2026 as Team AstraX.

React 19 TypeScript FastAPI Express Gemini API


Tech Stack

Core Fundamentals — Data Structures & Algorithms (DSU/small-to-large, bitmask DP, sparse tables), OOP, DBMS, Operating Systems & Linux/LVM administration, Git & version control

Languages — Python, Java, JavaScript, C++, SQL

Full-Stack / Backend — FastAPI, Flask, Django, React.js, React Native, REST APIs, SQLAlchemy, Pydantic, Tailwind CSS

Data Science & Analytics — Pandas, NumPy, scikit-learn, XGBoost, Tableau, R, Power BI-style dashboarding, ETL (CRISP-DM), statistical analysis

Generative AI & Agentic Systems — LLM Routing, RAG, Prompt Engineering, Multi-Agent Orchestration, Explainable AI, LangChain, Groq LLaMA, Gemini API, TensorFlow

Data & Cloud — MongoDB, PostgreSQL, MySQL, SQLite, Supabase, Amazon Redshift, AWS (EC2, S3, IAM, RDS), Docker, Git, GitHub Actions, Vercel, Railway

Tools — Mermaid, Draw.io, Canva, Google Antigravity IDE

Soft Skills — Problem Solving, Cross-functional Collaboration, Technical Communication, Ownership & Shipping Discipline, Adaptability


GitHub Analytics

GitHub metrics


Certifications

Oracle Cloud AI Foundations · Oracle Data Management · AWS Academy Cloud Foundations · Google Cloud Data Analytics (Grade O, AICTE-EduSkills)


Connect

Portfolio · LinkedIn · LeetCode · CodeChef · Email

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  1. AGNI-AI AGNI-AI Public

    AGNI (Agentic Government Neural Intelligence) — a sovereign, air-gapped, on-premise multimodal AI workbench for secure and autonomous industrial knowledge work at MRPL.

    Python

  2. KuberSetu KuberSetu Public

    KuberSetu — “Kuber” represents wealth and finance, while “Setu” means bridge — a bridge between payment, ledger, and bank records.

    Python

  3. Industrial_CrisisOps Industrial_CrisisOps Public

    Agentic AI platform for autonomous industrial incident investigation, adaptive recovery, and auditable decision-making.

    TypeScript

  4. MAITX MAITX Public

    Python 2

  5. Satyam Satyam Public

    Sanskrit: सत्य = truth Excellent fit for verification, transparency and trustworthy procurement.

    TypeScript

  6. Satwik265/NetCoop-AI Satwik265/NetCoop-AI Public

    NetCoop AI by inSANE_MITRA is a multi-agent AI platform that automates network fault detection, root-cause analysis, and troubleshooting through intelligent agent collaboration, evidence-based reas…

    Python 1