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saipavantejak/README.md

SAI PAVAN TEJA KUNCHE

Software Engineer | Full-Stack & AI

Building scalable AI systems — from LLM-powered RAG pipelines
to distributed task queues and custom search engines.

Full-Stack Builder. Systems & AI-obsessed.

Portfolio Live Demo LinkedIn Email

// SYSTEM ARCHITECTURE · FLAGSHIP PROJECT

🚁 COPTER STUDIO — Aerospace-Grade Flight Simulator

Production-grade bi-copter simulator · MAVLink v2 HIL bridge · AI operator powered by Gemini

Module Stack
⚙️ Physics Core RK4 integration · BET thrust · Quaternion attitude · Dryden turbulence · ISA atmosphere
📡 HIL Protocol MAVLink v2 encoded from scratch (zero deps) · PX4 & ArduPilot compatible
🤖 RL Agent PPO Actor-Critic · TensorFlow.js · Web Worker benchmarking
🧠 AI Operator Aether — Gemini-powered · NL→config parsing · Crash forensics

// SYSTEMS & AI PIPELINES I'VE ENGINEERED

[ 01 ] MiniIndex                        →  A dependency-free search engine covering the core mechanics of information retrieval and the data structures behind it
[ 02 ] TinyQueue                        →  A small distributed-task-queue simulation using Python sockets and multiple independent worker processes
[ 03 ] TerrierHelper                    →  Institutional RAG assistant · Gemini 2.0 Flash · PDF ingestion
[ 04 ] University Smart Outlook         →  LLM-powered email automation · Hallucination-free drafts
[ 05 ] Data-Intel Dashboard             →  NL→SQL via Gemini agent · SQLite warehouse · Function calling
[ 06 ] SFC Email Assistant              →  MS Outlook Add-in · Policy-accurate replies · Office.js pipeline
[ 07 ] Bi-Copter Hover Controller       →  PPO RL · MuJoCo + Gymnasium · Stable hover @ 1.0m

// TECHNICAL ARSENAL

AI & MACHINE LEARNING
Python TensorFlow LangChain Scikit Gemini

SIMULATION & ROBOTICS
MuJoCo MAVLink PX4

LANGUAGES & TOOLS
TypeScript React Node Docker GCP

// GITHUB STATS

GitHub Streak

// EXPERIENCE LOG

▶  Associate Data Analyst · Camp Systems International  [Jun 2021 – Jun 2023]
   └─ Aviation data pipelines · +15% accuracy · SQL dashboards · Fleet health monitoring

▶  Research Supervisor · Abyom Space Tech              [Mar 2021 – May 2021]
   └─ Subsystem simulations · Static fire testing · 20+ test cycles validated

// EDUCATION

🎓  M.S. Information Technology Management  ·  St. Francis College, Brooklyn NY  ·  2023–2026
🚀  B.Tech Aerospace Engineering            ·  Lovely Professional University, India  ·  2017–2021

█████████████████████████████████████████████████████████████
█                                                           █
█   ACTIVELY SEEKING · AI/ML · Software Engineer Roles.     █
█   Building intelligent autonomous systems & digital twins █
█                                                           █
█████████████████████████████████████████████████████████████

"Whether you're building intelligent autonomous systems, digital twins,
or the next wave of LLM-powered infrastructure — let's connect."

Portfolio

Popular repositories Loading

  1. copter-studio copter-studio Public

    Physics-accurate drone flight simulator — RK4/BET dynamics, TF.js RL training, MAVLink HIL bridge, and Gemini-powered NLP control. Runs entirely in the browser.

    TypeScript 1

  2. saipavantejak.github.io saipavantejak.github.io Public

    HTML

  3. Bicopter-PPO-Control-Mixer Bicopter-PPO-Control-Mixer Public

    A high-fidelity Reinforcement Learning environment for bi-copter flight control, utilizing PPO and a 3-DOF control mixer to solve non-linear under-actuated dynamics in MuJoCo.

  4. Terrier-Helper Terrier-Helper Public

    Institutional RAG assistant — ingests SFC policy PDFs and delivers hallucination-resistant answers via Gemini 2.0 Flash with real-time token streaming and server-side API key isolation.

    TypeScript

  5. SFC-Email-Assistant- SFC-Email-Assistant- Public

    Microsoft Outlook Add-in for SFC academic staff — auto-reads student emails via Office.js and generates hallucination-free, policy-accurate draft replies through a Gemini 2.0 Flash pipeline with hu…

    TypeScript

  6. Data-Intel Data-Intel Public

    AI-powered enterprise data intelligence dashboard — natural language queries are translated to SQL by a server-proxied Gemini 2.0 Flash agent with function calling, executed against a SQLite wareho…

    TypeScript