About me

I'm a Software Engineer in Bengaluru who builds AI-powered products end to end, from the model and the backend to the interface people use.

At MapmyIndia (Mappls) I'm building a multi-agent AI platform for DRDO (CAIR): a router agent that understands natural-language questions and hands them to 10 specialist agents running on self-hosted LLMs with MCP tools and RAG.

Before that I spent a year at Fidelity Investments shipping ML models and decision tools for product teams. Outside work I build full-stack apps with React, Node.js and Python, including real-time multiplayer games, a messaging app and a crash-safe npm package.

What I do

  • AI Agents & Automation

    Multi-agent systems with tool calling, MCP servers and RAG that turn manual workflows into a single natural-language interface.

  • Full-Stack Development

    React frontends and Node.js / Python backends with REST APIs, WebSockets and real-time features.

  • Applied Machine Learning

    Classification and prediction models, from feature engineering to serving them behind an API.

  • Databases & System Design

    PostgreSQL, MongoDB, Redis and SQLite; data persistence, caching and crash recovery.

Tools

  • python logo
  • java logo
  • mysql logo
  • Git logo
  • docker logo
  • express logo
  • tensorflow logo
  • react logo
  • nodejs logo
  • mongodb logo

Resume

Download Resume (PDF)

Experience

  1. Software Engineer – MapmyIndia (Mappls)

    Oct 2026 — Present

    Contract via Brick Solutions · AI Automation & Geospatial Analytics Platform for DRDO (CAIR)

    • Designed a multi-agent architecture: a router agent classifies the intent of natural-language queries and dispatches them to 10 specialist agents (warning-area lookup, distance and proximity computations, ENC chart data, live web scraping, licensed data-feed APIs).
    • Built agents as Python tool-calling functions (the LLM sets parameters, deterministic code executes) and as Model Context Protocol (MCP) client-server tools on self-hosted LLMs with RAG.
    • Read-only agent interfaces over raw real-time data; cleaning, validating and consolidating multi-source outputs into reports and dashboards.

  2. Apprentice, Analytics & ML – Fidelity Investments

    Feb 2025 — Feb 2026

    Digital Analytics and Machine Learning

    • Built a Customer Effort Score KPI and logistic-regression predictor (12 features); CES replaced NPS as the primary app-health metric.
    • Built a transaction intent classifier across 88 transaction types.
    • Built Streamlit decision tools for page prioritization (9 features, scenario simulation) and advisor ranking (16 features).

  3. Machine Learning Intern – Innosights Soft Solutions

    Feb 2024 — Apr 2024
    • Built a custom CNN for plant disease detection on 61,000+ images and served it through a Flask API for real-time inference.

Education

  1. B.E. in Artificial Intelligence & Machine Learning

    Dec 2020 — Jun 2024

    Dayananda Sagar College of Engineering, Bengaluru · CGPA 7.51 / 10

Skills

  • AI & LLMs

    Agentic AImulti-agent systemsMCPtool / function callingRAGLangChainLangGraphself-hosted LLMsprompt engineering

  • Backend

    Node.jsExpressPythonFastAPIFlaskREST APIsWebSocketsSocket.IOWebRTCJWT

  • Frontend

    ReactJavaScript (ES6+)HTMLCSSStreamlit

  • Machine Learning

    Scikit-learnTensorFlowPyTorchOpenCVPandasNumPyfeature engineering

  • Data

    PostgreSQLMongoDBMySQLSQLiteRedisSnowflakeChromaDB

  • DevOps

    DockerGitGitHub ActionsAWS (EC2, S3)Linux

Portfolio

  • Multi-Agent AI Platform (DRDO)

    Multi-Agent AI Platform (DRDO)

    Python · LLMs · MCP · RAG

    Router agent classifies natural-language queries and dispatches them to 10 specialist agents (geospatial computations, ENC chart data, web scraping, data-feed APIs) on self-hosted LLMs with MCP and RAG.

    Mappls · client project

  • DataWise

    DataWise

    Python · LangChain · ChromaDB · PostgreSQL · Streamlit

    Ask questions about your data in plain English; it writes the SQL across multiple databases and builds the charts and dashboards.

    GitHub →

  • Job Alerts Pipeline

    Job Alerts Pipeline

    Python · GitHub Actions · Groq LLM · Telegram

    Automated pipeline that checks 60+ company career boards (Workday, Oracle, Greenhouse, Lever, Ashby) every hour, filters new roles by title, description and location, scores them against my profile with an LLM, and pushes the best matches to Telegram.

    Personal project · private repo

  • SortOS

    SortOS – Privacy-First AI Desktop Agent

    Python · Local LLM · Speech-to-Text · JSON Tool Calling

    Offline voice-controlled desktop agent: local speech-to-text and TTS, LLM intent parsing with structured JSON tool calling, and whitelist-based command routing that separates understanding from execution.

    Personal project

  • Three-State Counter (npm)

    Three-State Counter (npm)

    Node.js · SQLite · WAL

    Crash-safe Node.js library with a RAM → WAL → SQLite persistence strategy, zero-loss sync mode and state recovery from logs.

    GitHub → npm →

  • CodePixel Arena

    CodePixel Arena

    React · Node.js · Socket.IO · Python

    Real-time multiplayer game where players control characters by submitting Python strategy functions, run in isolated queues.

    GitHub →

  • Vendo

    Vendo

    Node.js · Express · WebSockets · WebRTC · JWT · Docker

    Messaging app with encrypted real-time chat and WebRTC audio/video calls, no phone number required.

    GitHub →

  • Citizen

    Citizen

    React · Node.js · MongoDB · AWS S3 · LangChain

    Short-form news platform with a RAG pipeline for semantic search, recommendations and S3-backed infinite scroll.

    GitHub →

  • Clicko

    Clicko

    Node.js · Express · MongoDB · Redis

    URL shortener with expiring links, conversion-funnel tracking and a real-time analytics dashboard backed by Redis caching.

    GitHub →

  • Tic-Tac-Toe Arena

    Tic-Tac-Toe Arena

    React · Node.js · Socket.IO · MongoDB

    Multiplayer tic-tac-toe with classic, disappearing and timed modes, public/private rooms and leaderboards.

    GitHub →

  • ViDetect

    ViDetect

    Python · YOLOv3 · OpenCV

    Detects red-light violations from traffic-camera video using object detection, vehicle tracking and trajectory analysis.

    GitHub →

  • AgriVision – Plant Disease Detection

    AgriVision – Plant Disease Detection

    Python · TensorFlow · CNN · Flask

    Custom CNN trained on 61,000+ leaf images, served through a Flask API for real-time diagnosis.

    Innosights internship

  • Customer Effort Score (CES)

    Customer Effort Score (CES)

    Python · Scikit-learn · Pandas

    New KPI for transaction friction plus a logistic-regression model on 12 engineered features; CES replaced NPS as the primary app-health metric.

    Fidelity · internal

  • Transaction Intent Classifier

    Transaction Intent Classifier

    Python · Scikit-learn

    Multi-class model predicting user intent across 88 transaction types to support workflow optimisation.

    Fidelity · internal

  • Page Prioritization Tool

    Page Prioritization Tool

    Python · Streamlit

    Streamlit tool ranking app pages on 9 features (friction, revenue, volume) with scenario simulation to decide which pages move to the native app.

    Fidelity · internal

  • Advisor Ranking

    Advisor Ranking

    Python · Streamlit

    Expanded advisor ranking from AUM-only to 16 strategic features to optimise incentive allocation, with correlation analysis for product teams.

    Fidelity · internal

Contact

Open to Software Engineering, AI/ML and Data roles in Bengaluru or remote. The fastest way to reach me is yashwanthchikkihd@gmail.com, or send a message below.

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