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Avnish Cabral

Open to work1 years experience

AI and Software Developer

Coventry, UKTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

AI and Software Developer specializing in LLMs, NLP, and Computer Vision.

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Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

37 skills
llmsragtransformer fine-tuningnlpcomputer visiondeep learningobject detectionensemble methodsmodel evaluationreinforcement learningedastatistical analysisfeature engineeringdata preprocessingdimensionality reductionhypothesis testingpytorchtensorflowhuggingface transformersscikit-learnopencvpandasnumpyreact.jsnode.jspythonjavascripttypescriptc++sqlgitdockerrest apislinuxci/cdmysqlmongodb

Work Experience

AI and Software Developer

Yanni Infra Projects

Sep 2024 - Aug 2025 Goa, India
  • Deployed an LLM-powered conversational AI chatbot handling 100+ daily client interactions, reducing query resolution time by 60% and eliminating a dedicated support resource.
  • Engineered a real-time AI security system using computer vision and anomaly detection, cutting unauthorised access incidents by 75% within 3 months of deployment.
  • Launched a full-stack e-commerce platform digitising the entire sales workflow, reducing order processing time by 40%.

Front-End Web Development Intern

Freethink LLC

Jul 2024 - Aug 2024 Remote
  • Built a real-time IoT tracking system monitoring 50+ devices via WebSocket streams with sub-second latency; delivered a Pothole Management dashboard reducing manual data entry by 35% across 3 municipal teams.

Projects

Legislative Document Summarisation System

PythonHuggingFaceLLMsBARTSentence-BERT
  • Designed a hybrid NLP pipeline to automatically summarise legislative bills with two-layer provenance tracking and factual consistency verification validated by legal domain experts.

Spatial Proteomics ML Pipeline

PythonPyTorchscikit-learnResNet18
  • End-to-end ML pipeline (PCA, clustering, Random Forest, ResNet18 CNN) for protein expression prediction from histology images; geospatial feature engineering yielded the single largest performance gain across all approaches.

Twitter Sentiment Classification

PythonPyTorchHuggingFace Transformersscikit-learn
  • Benchmarked six models (TF-IDF, BiLSTM+GloVe, DistilBERT , Twitter-RoBERTa) combined into a weighted ensemble for 3-class sentiment evaluation on SemEval 2017 Task 4.

GitHub Better Half – ML-Powered Matchmaking Platform

React.jsNode.jsPHPMySQLWebSockets
  • Full-stack platform with an ML recommendation engine generating compatibility scores from behavioural data, real-time WebSocket messaging, and JWT authentication.

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

Chairman, Student Council

Led 11-member student council delivering 5+ events for 2,000+ students; built a digital communication system across 10 departments, cutting paperwork by 50%.

Technical Lead, SPECTRUM 2024

Directed infrastructure for a national competition with 200+ attendees from 15+ institutions.

About Details

Professional Bio

AI and Software Developer with expertise in LLMs, NLP, and computer vision. Experienced in deploying scalable AI solutions and full-stack platforms to optimize business workflows. Passionate about building intelligent systems and data-driven applications.

MSc in Computer Science in Computer Science

University of Warwick (2025 - 2025)

Bachelor of Engineering in Computer Engineering in Computer Engineering

Goa College of Engineering (2021 - 2025)

Languages: English, Hindi
Email: Locked