// AI Engineer & Full-Stack Developer

Hi, I'm
Sudarshan Sastry

I build production AI systems and automation platforms — from requirement analysis to deployment, turning ideas into scalable software.

G Sudarshan Sastry
Current Role
Associate AI Developer
Research
IGARSS 2025 Published
// About Me

Turning AI research into
production systems

I'm an AI Engineer and Full-Stack Developer who specializes in building production AI systems and automation platforms. I convert client requirements into scalable software through requirement analysis, feature design, system architecture, and deployment.

My capabilities span requirements analysis, feature decomposition, product backlog management, system architecture, API design, LLM & RAG integration, automation pipelines, and deployment with documentation. I take full ownership — from the initial requirement through implementation, testing, and production deployment.

With a background in Electronics & Communications Engineering from KL University and a published research paper at IGARSS 2025 on deep reinforcement learning for drone obstacle avoidance, I bring both practical engineering skills and academic rigor to every project.

4+
Years in AI & ML
6+
Production Projects Shipped
6
Industry Certifications
1
Published Research Paper
// Tech Arsenal

Skills & Technologies

The tools and frameworks I use to build intelligent systems, from model training to production deployment.

💻
Languages
Python Java C JavaScript Rust
⚙️
Automation
N8N Pabbly Cron Webhooks Blue Prism
🎮
Robotics, Simulation & Visualization
ROS Gazebo Unity3D SLAM Nav2 Figma Power BI MATLAB/Simulink Neo4j
🚀
Dev / Infrastructure
Git Linux Docker Redis WebRTC Postman CI/CD Azure
// Career Journey

Professional Experience

From research labs to production systems — building AI solutions across diverse domains.

Associate AI Developer
Freedom With AI
Jan 2026 – Present · Remote
  • Designed and implemented full-stack AI features: backend APIs (Flask), LLM routing, and automation hooks.
  • Defined product backlog items from client requirements and converted them to sprint tasks and acceptance criteria.
  • Built prompt templates and monitoring dashboards to track model responses and latency; improved reliability by introducing retry and fallback strategies.
  • Full ownership from requirement → implementation → deployment and documentation for new AI endpoints.
AI Full Stack Consultant
Cubixso
Nov 2025 – Present · Remote
  • Engaged directly with clients to gather requirements, prioritize features and deliver production prototypes.
  • Implemented LLM integrations, RAG pipelines, and Android proof-of-concepts using rapid iteration workflows.
  • Delivered end-to-end features: API design, vector store integration, CI-friendly deployment scripts and handover documentation.
Software Engineer
Deep Algorithms
May 2025 – Sep 2025 · Hyderabad
  • Implemented network analytics features for DDoS detection and TLS fingerprinting; designed data ingestion pipelines and alerting rules.
  • Defined feature specifications and acceptance tests; collaborated with QA to reduce false positives.
Research Intern
CAIR Lab — IIT Mandi
Dec 2024 – Mar 2025
  • Developed BLDC motor control firmware on STM32 and implemented sensor-fusion pipelines for environmental sensors (Arduino + gas sensors).
  • Authored technical documentation and test plans used by lab members.
AI-ML Intern
Akoscowl Dot Inventions Pvt Ltd
Feb 2024 – Sep 2024
  • Led drone design (KiCad) and ROS/Gazebo simulation; implemented obstacle avoidance using QGroundControl mission flows and custom planners.
  • Delivered simulation artifacts and integration guides for flight testing.
Early AI/ML Internships
Multiple Organizations
2022 – 2024
  • Multiple short internships focused on ML fundamentals, data pipelines, and prototype app development (house-price prediction, movie recommendation, classification models).
  • Tools: pandas, scikit-learn, TensorFlow/Keras, XGBoost, TF-IDF, Flask.
// Featured Work

Projects

End-to-end systems I've designed and built — from AI assistants to drone obstacle avoidance.

// 01
AI Intelligent Assistant Platform
Python · FastAPI · Docker · PostgreSQL · Redis · WebRTC · Pipecat · Gemini API
Designed a multi-service AI assistant platform with microservices for backend APIs, NLP processing, and real-time voice interactions. The AI agent can place/receive phone calls, send WhatsApp messages and emails, manage approvals, store user memory, and generate daily AI briefings.
Impact
Created an extensible AI assistant automating real-world service bookings and cross-channel communications with persistent user context.
Microservices Voice AI Automation
// 02
AI Story Writing Engine
React · Flask · MongoDB · FAISS · Azure OpenAI · WebSockets · Vosk STT
Built a full-stack AI writing platform integrating RAG (FAISS + Azure OpenAI), intent-based routing for story vs chat responses, and WebSocket speech-to-text for voice-driven input.
Impact
Enabled structured AI-assisted story generation with contextual inspiration retrieval, real-time interaction, and persistent conversation history.
RAG NLP Full-Stack
// 03
AppFlowy-AI — Local-First AI Workspace
Flutter · Rust · SQLite · Local LLMs (Ollama) · Vector Search
Architected Ollama-based local LLM routing with SQLite canonical store, two-way sync and YAML projections; implemented conflict-free edits via filesystem watchers and modular plugin hooks.
Impact
Achieved ~95% feature parity for targeted workflows and enabled offline AI plugins for structured data.
Local AI Rust Privacy-First
// 04
Instagram Content Automation Pipeline
n8n · JavaScript · OpenAI APIs · Instagram Graph API · Cron Scheduling
Designed end-to-end automation using n8n, OpenAI APIs, Instagram Graph API and cron scheduling. Built media queues, retry logic, approval step and monitoring.
Impact
Automated 100+ posts/month, reduced manual posting time and eliminated common posting failures.
Automation Social Media n8n
// 05
Multimodal Conversational AI
Flask · OpenAI · AssemblyAI · Transformers · Wav2Vec2
Integrated AssemblyAI for STT, Wav2Vec2 for emotion detection, OpenAI for response generation, and Flask APIs for orchestration. Added TTS fallback and session memory.
Impact
Production-ready prototype supporting multimodal inputs and emotion-aware responses.
Multimodal Emotion AI STT/TTS
// 06
UAV Obstacle Avoidance
Reinforcement Learning · Unity3D · Python · DQL · DDPG
Trained DQL and DDPG agents in Unity3D comparing 2D LiDAR vs depth estimation; evaluated sensor trade-offs and latency effects for fixed-wing UAV obstacle avoidance.
Impact
Identified LiDAR as higher performance for real-time control; proposed hybrid approaches for production. Published at IGARSS 2025.
Deep RL Drones Research
// Credentials

Achievements & Certifications

Achievements
  • 📜 Research paper accepted: Obstacle Avoidance in Drones using Deep Reinforcement LearningIGARSS 2025
  • 🏆 First Place — Regional Hackathon (JHUB-JNTUH)
  • 📰 Letter of Recommendation — CodeClause (Python internship)
  • Multiple appreciation certificates from internship hosts
Certifications
☁️ Microsoft Certified: Azure AI Fundamentals (AI-900)
📊 Oracle Cloud Infrastructure 2023 — Certified Data Science Professional
🤖 Blue Prism Certified Associate Developer (RPA)
🛠️ Advanced Automation Certification — Pathfinder
🌐 Multicloud Network Associate — Aviatrix
🧠 Salesforce Certified AI Associate
// Education

Academic Background

Electronics & Communications Engineering
KL University, Hyderabad, India
Aug 2021 – Aug 2025
8.59
CGPA / 10
// Let's Connect

Let's build something
incredible together.

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.