Hi, I’mRishin Aiyappa
AI Engineer
AI/ML postgraduate building data-driven, intelligent systems. MCA (AI & ML) from Jain University, Bengaluru, with hands-on experience across machine learning, deep learning, NLP, generative AI and full-stack data products that solve real problems.
01 / About
Turning messy data into intelligent products.
I turn messy real-world data into intelligent, usable products — from exploratory analysis and feature engineering to deep learning models and deployed interactive apps with Streamlit and FastAPI.
Mission
Build AI that is measurable, explainable and genuinely useful — models that ship, not models that sit in notebooks.
Career Objective
To join an AI / ML or data science team where I can own the full lifecycle: data, modelling, evaluation and production deployment.
Professional Summary
Across seven internships I've shipped work in machine learning, NLP & prompt engineering, content-moderation models, mobile apps and data analytics — combining classical ML with modern generative AI.
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Projects Completed
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Internships
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AI Models Built
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Technologies
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GitHub Repositories
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Years Learning AI
02 / Experience
Seven internships across AI, data and product.
Data & Insights Intern
LatestSkypoint
Mar 2026 – Jul 2026 · 5 mos · Bengaluru, Karnataka, India
- ›Drove data & insights initiatives supporting business decision-making.
- ›Built analytics workflows and reporting pipelines from real-world datasets.
- ›Translated raw operational data into dashboards used by stakeholders.
Research Analyst Intern (Part-time)
Concentrix
Jul 2025 – Sep 2025 · 3 mos · Bengaluru, India · On-site
- ›Conducted customer acquisition, retention and data-driven research for clients.
- ›Presented structured, actionable findings using Excel, Word and CCAI tools.
AI & Prompt Engineering Intern
VaultofCodes.in
Jul 2025 – Aug 2025 · 2 mos · Remote
- ›Designed and refined prompts to optimise LLM outputs across NLP tasks.
- ›Built prompt-engineering projects demonstrating measurable performance gains.
Data Science & Analytics Intern
Zidio Development
Feb 2025 – May 2025 · 4 mos · Bangalore, India
- ›Performed data wrangling, visualisation and EDA to derive actionable insights.
- ›Applied statistical models and ML algorithms to business datasets.
- ›Created interactive dashboards using Python libraries.
Machine Learning Intern
Prodigy Info Tech
Feb 2025 · 1 mo · Remote
- ›Applied ML models for predictive analysis (classification & regression).
- ›Conducted EDA and feature engineering on structured datasets.
AI Model Developer (Internship)
Ateu Softwares
Feb 2024 – Mar 2024 · 2 mos · Mysore, Karnataka, India · Hybrid
- ›Developed an AI content-moderation model (offensive vs appropriate language).
- ›Built data preprocessing and annotation pipelines.
- ›Fine-tuned hyperparameters, improving accuracy and reducing false positives.
Mobile Application Developer (Internship)
EduPhoenix Solutions
Nov 2023 – Dec 2023 · 2 mos · Online · Remote
- ›Designed and implemented UI/UX components for an educational app.
- ›Applied mobile design best practices with bug fixing and testing.
03 / Projects
Systems built end to end — data, model, product.
Agri AI
AI-Driven Precision Agriculture Platform
An AI-powered smart agriculture platform giving farmers crop recommendation, fertilizer guidance, pesticide identification, plant disease detection and yield prediction through one interface with real-time camera support.
Eco Drop
AI-Powered E-Waste Collection Scheduler
A full-stack, AI-powered application that manages e-waste collection scheduling — users book pickups while administrators optimise routes, demand and carbon impact with machine learning.
AI Resume Analyzer
NLP-Based ATS Resume Analysis Platform
A smart assistant for building standout resumes: upload a resume and NLP assesses skills, identifies gaps and delivers personalised certification, course and tutorial recommendations.
AI Calendar Assistant
Conversational AI · Gemini + Google Calendar
A conversational assistant built with FastAPI, Gemini and the Google Calendar API that schedules events from natural language — including fuzzy phrasing like 'next Saturday' or 'Friday 12pm'.
Published Research
Research Paper · IJSREM
“AI-Driven Detection and Support for Hidden Addiction Patterns in Remote Workers” — A multimodal AI system proposed to identify behavioural and physiological markers of hidden addiction patterns in remote workers.
Read paper04 / Skills
An interactive stack dashboard.
Select a discipline to explore the tools I use in production work.
Python
95%Java
78%SQL
88%JavaScript
80%TypeScript
76%C
72%05 / AI Lab
How I build intelligent systems.
Every project follows the same disciplined pipeline — from raw data to a deployed, monitored model.
Data
Collection, cleaning, feature engineering
Modelling
Classical ML, ensembles, deep networks
Evaluation
Validation gates, error analysis, drift
Deployment
FastAPI, Streamlit, dashboards
Computer Vision
MobileNetV2, DenseNet121, OpenCV pipelines
Natural Language
Transformers, LangChain, prompt engineering
Data Analytics
EDA, dashboards, statistical modelling
06 / Education
Academics & certifications.
MCA — AI & ML Specialization
Jain (Deemed-to-be University), Bangalore
2024 – 2026 · CGPA 8.51
BCA
St. Joseph's First Grade College, Mysuru
2021 – 2024 · CGPA 8.71
Class 12 (PUC)
Coorg Institute of PU College, Ponnampet
2019 – 2021 · 64.83%
Class 10 (SSLC)
St. Anthony's High School, Ponnampet
2019 · 83.52%
07 / Awards
Recognition along the way.
1st Place — Code Hunt
IMPULSE 2022
2nd Place — AI Marathon
2023
08 / Contact
Let's build something intelligent.
Open to AI/ML engineering, data science and analytics roles as well as research collaborations.