Siva Sudhamsh Gandikota
I build AI systems that ship — from model to API to interface.
AI/ML & Full-Stack Developer
Computer Science undergraduate specializing in Artificial Intelligence with hands-on experience building reliable backend, full-stack, ML, and GenAI systems.
Siva Sudhamsh Gandikota
AI Specialization • GRIET
Professional Profile
About Me
A bit about how I work, what I build, and what I'm looking for.
Bridging Machine Learning Research & Production Engineering
I'm an AI/ML and full-stack developer passionate about building reliable software end-to-end—from training and fine-tuning models to shipping secure, high-throughput microservices. I focus on clean architecture, performance optimization, and bridging the gap between machine learning pipelines and production engineering. Currently seeking Software Engineering and AI/ML internship opportunities for 2026.
Gokaraju Rangaraju Institute of Engineering and Technology (GRIET)
Sep 2023 - Jun 2027B.Tech in Computer Science Engineering (Artificial Intelligence Specialization)
Prediction accuracy (50K records)
Response time (from 800ms)
Participants led (24h event)
Working prototypes supported
Multi-Agent LangGraph Orchestrator
Stateful agent graphs with hybrid RAG and memory for personal finance workflows.
Edge YOLO Fault Detection
Optimizing 20+ vehicle component segmentation models for low-latency web inference.
High-Throughput Microservice APIs
Async FastAPI services with Redis caching, query profiling, and sub-100ms targets.
Work & Systems
Featured Projects
Selected projects across AI, backend and full-stack.
MYFI.AI
AI-Powered Personal Finance Assistant
Users struggle to track scattered transactions, detect anomalies, and receive contextual financial advisory grounded in exact personal spending records without hallucinations.
Built a modular multi-agent application combining transaction processing, ML-based categorization, anomaly detection, and RAG. Developed a hybrid retrieval pipeline using Sentence Transformers, ChromaDB, and PostgreSQL to ground queries in personal finance data. Implemented Monitor, Explainer, and Recommender agents using LangGraph conditional routing and shared state, exposed via FastAPI APIs.
Manual vehicle inspection and fault diagnostics take over 30 minutes, relying on expensive specialized hardware and resulting in delayed maintenance alerts.
Built a cloud-native diagnostics platform integrating computer vision, machine learning, REST APIs, Docker, and AWS for automated fault detection. Designed modular backend services with FastAPI and Node.js that reduced diagnostic turnaround from 30+ minutes to under 2 minutes. Integrated YOLO-based component analysis across 20+ vehicle parts, achieving 92% mAP for automated defect inspection.
Additional Deployments & Prototypes
Production systems, web platforms, and student assessment tools.
KL Radio
Real-time broadcasting dashboard with live stream telemetry
Engineered an interactive broadcasting control cockpit with live WebSocket telemetry, real-time listener tracking, and automatic audio stream switching.
500+ concurrent listeners • 99.8% uptime • Zero broadcast interruption
GovConnect
Unified public services portal connecting 20+ government departments
Constructed a unified public administration gateway integrating 20+ government service APIs with cross-department inquiry dispatch and citizen status tracking.
20+ public services interconnected • Centralized cross-department workflow
YBS Industries Platform
Corporate software landing page with optimized mobile performance
Engineered a responsive web portal with optimized Core Web Vitals, accessible UI components, and modern brand design.
85% mobile load latency reduction • Clean responsive design
Samardhya Platform
Interactive skill discovery and student aptitude assessment platform
Developed an interactive web application featuring module assessments, clear progress milestones, and responsive form validation.
Modular student skill assessment • Interactive UI flows
Career Timeline
Work Experience
Engineering roles delivering measurable gains across ML accuracy, throughput, and system reliability.
Freelance Full-Stack Developer
SaaS Clients
- Worked directly with clients to translate requirements into scalable features; delivered 2 SaaS applications 2 weeks ahead of schedule.
- Engineered REST APIs handling 1K+ daily requests, improving response time from 800ms to 360ms through query optimization.
- Strengthened reliability and security for 200+ user accounts using JWT authentication, role-based access control (RBAC), and authorization checks.
AI Intern
Vishwam AI
- Collaborated with a 4-member engineering team to standardize reproducible ML training workflows using DVC versioning.
- Optimized Python preprocessing pipelines, reducing processing time from 45 to 23 minutes through profiling and iterative engineering.
- Improved prediction accuracy from 84% to 92% on 50K+ records using feature engineering, systematic evaluation, and hyperparameter optimization.
Technical Capabilities
Skills & Tech Stack
Categorized technical toolset across machine learning engineering, backend services, and modern interfaces.
Languages & Core CS
Core programming languages and computer science fundamentals
AI/ML & GenAI
Model development, multi-agent frameworks, RAG, and computer vision
Backend & Databases
High-throughput APIs, authentication, microservices, and persistence
Cloud, DevOps & Tools
Containerization, cloud infrastructure, and engineering workflows
Community & Impact
Leadership & Achievements
Leading technical initiatives, organizing university hackathons, and mentoring aspiring developers.
Vice-President & PR — Free Software Wing
Led the chapter executive committee, coordinated public relations, and organized technical summits to foster open-source development across the campus.
24-Hour National Hackathon Director
Directed end-to-end planning, mentor coordination, and judging pipelines resulting in 15+ functional prototype submissions across AI and software tracks.
₹100,000+ Corporate Sponsorships
Pitched and secured strategic sponsorships from industry partners to fund developer prizes, hardware tracks, and student software initiatives.
Technical Workshops Organizer
Delivered interactive technical workshops on Python, Git/GitHub, open-source contribution, and machine learning fundamentals for 200+ students.
Continuous Learning
Certifications & Proof
Industry-recognized credentials in machine learning, generative AI, and cloud fundamentals.
AWS Certified AI Practitioner
Microsoft Azure Fundamentals (AZ-900)
Machine Learning Certificate
Get in Touch
Contact & Collaboration
Whether you have an engineering role, freelance project, or technical question, let's talk.
Direct Channels
Connect directly through verified profiles or reach out via email.
Response time: usually under 24 hours. Open to SWE & AI opportunities.
Send a Message
Fill out the form below to initiate a conversation directly.