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SG

Sathwik Giddi

Open to work1 years experience

AI/ML or Software Engineer

IndiaTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

CS student, Founder & AI Engineer building production-grade AI systems and full-stack applications.

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Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

41 skills
pythonjavajavascriptcsqlhtml/csstensorflowpytorchhuggingfacescikit-learnpandasnumpymlflowweights & biaseslangchainopenai apianthropic claude apiraglora/qlora fine-tuningprompt engineeringreactnext.jstailwind cssbootstrapnode.jsexpressflaskfastapijwtoauthwebsocketsrest apisawsdockergithub actionsci/cdpostgresqlmongodbfirebasepineconeredis

Work Experience

Founder & CEO

Cannvue

Mar 2026 - Present Remote
  • Scaled an AI interview platform from hackathon prototype to production, automating candidate screening for 2 organizations and 20+ active users.
  • Architected a distributed full-stack system (React, Flask, Node.js, Redis, Firebase Auth) with real-time WebRTC interviews, AI-driven evaluation (Gemini API), proctoring, multilingual TTS, and ATS-grade report generation.

Freelance Full-Stack & AI Engineer

Self-employed (US Startup, Upwork)

Jan 2025 - Present Remote
  • Built an LLM-powered document Q&A system for a legal tech startup: fine-tuned GPT-3.5 on 5,000 legal documents and deployed a LangChain + Pinecone RAG pipeline.
  • Developed a real-time analytics dashboard (React, Node.js) for the client’s CRM.
  • Maintained a 5-star rating with $3,000+ in contract value.

CRM Developer Intern

Azmth

Jan 2026 - Present Remote
  • Built responsive CRM modules (forms, tables, modals) in React and TypeScript.
  • Reduced page load time by 20% via code splitting and lazy loading.
  • Integrated backend REST APIs and collaborated across engineering and design in 2-week agile sprints.

Full-Stack Developer (Freelance)

PetCaart

Dec 2023 - Mar 2024 Remote
  • Delivered SEO-optimized full-stack features (React, Node.js, Express, MongoDB) across 2+ clients with 95% on-time completion.
  • Built 15+ REST API endpoints, improving backend efficiency and reducing frontend response times by 25%.
  • Authored technical documentation for all deliverables.

Projects

LLM Fine-Tuning for Legal Document Summarization

PyTorchHuggingFaceLoRA/QLoRAFastAPIDockerAWS
  • Fine-tuned Llama 2-7B on 10,000 legal contracts using LoRA and QLoRA, achieving 92% ROUGE-L on holdout set.
  • Deployed via FastAPI and HuggingFace TGI on AWS EC2 (g4dn.xlarge) at 500ms inference latency.
  • Built custom PDF extraction and semantic chunking pipeline; reduced hallucination rate by 30% through prompt constraints.

AI Video Interviewer

ReactFlaskNode.jsSocket.ioFirebaseGemini APIWebRTCTensorFlow.js
  • Built an AI-powered interview platform where Gemini AI conducts technical interviews with real-time proctoring and multilingual TTS.
  • Led frontend development, integrated face-api.js and COCO-SSD, implemented WebRTC for live HR observation, and built an HR dashboard.

Quantum Scraper

Next.jsReactQiskitD3.jsREST APIsWebSockets
  • Developed a real-time dashboard for the Andhra Quantum Valley Hackathon monitoring live IBM Quantum jobs.
  • Features include constellation-view topology, predictive failure risk scoring, and live 10-second auto-refresh via WebSockets.

Leaderboard Standings

Leaderboard Position Pending

Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.

Assessment Highlights

Assessments Not Completed

Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.

AI Collaboration Score

AI Collaboration Score Pending

Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.

Role Compatibility Profile

Role Compatibility Analysis Pending

Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.

Achievements

Finalist - IIIT Sricity Hackathon

Finalist at IIIT Sricity Hackathon for AI Video Interviewer project.

Best Student of the Year 2023

Awarded Best Student of the Year 2023.

About Details

Professional Bio

Pre-final year CS student with hands-on experience building production-grade AI systems and full-stack applications for US clients. Founded an AI interview platform adopted by 2 organizations. Skilled in React, Node.js, Python, LLM fine-tuning, and cloud deployment.

B.Tech in Computer Science & Engineering

Pragati Engineering College (2023 - 2027)

Languages: English, Hindi
Email: Locked