OPEN TO AI/ML & GENAI OPPORTUNITIES

Nirrmit
R. Tickoo

|

I build practical AI and data products with Python, from semantic matching and NLP workflows to GenAI-backed APIs and interactive analytics. My focus is making systems useful and dependable: clear inputs, validated outputs, thoughtful evaluation, and honest limits.

nirrmit.rtickoo@gmail.com GitHub LinkedIn +91 96955 85566
Nirrmit R. Tickoo
Nirrmit R. Tickoo
AI/ML & GenAI Engineer
Core Competencies

Technical Toolkit

Tools and methods used across my machine-learning, GenAI, and analytics projects.

AI, ML & NLP
Semantic matching, text processing, and model-backed applications
Backend & Data
Services, structured data, validation, and storage
Analytics & Interfaces
Exploration, metrics, dashboards, and user-facing tools
Engineering Workflow
Reproducible local development and automated workflows
AI Data Quality & Evaluation
Experience reviewing and evaluating AI training data
Annotation:
Quality:
Work History

Professional Experience

AI data quality, software development, freelance analytics, and student leadership experience.

AI/LLM Analyst
Innodata · Remote
May 2026 – Oct 2026 Contractual
  • Reviewed and annotated text, images, videos, and digital documents against task rubrics for AI training and evaluation workflows.
  • Identified inconsistencies, edge cases, and annotation errors across multimodal tasks while following client quality guidelines.
  • Earned a 4.25/5 platform quality score on client-facing annotation and evaluation work.
AI Data Analyst
Lord Shiva International · Kanpur, India
Dec 2025 – Apr 2026 Freelance
  • Cleaned, prepared, and explored project datasets using Python, Pandas, and NumPy.
  • Used statistical and regression analysis to examine relationships between business variables.
  • Wrote SQL with joins, subqueries, window functions, and aggregations to support analysis.
Club Co-Founder & Operations Lead
D.Y. Patil University · Pune, India
Sep 2023 – Apr 2024 Leadership
  • Co-founded university club from scratch, defined roles, streamlined operations, and established core processes.
  • Recruited 35 active members within the first semester through targeted outreach and engagement strategies.
  • Fostered a collaborative environment by coordinating members, events, and cross-team communication workflows.
Software Development Intern
RSPL Group · Gurugram, Haryana, India
Jul 2023 – Sep 2023 · 3 mos Internship
  • Contributed to software development, code implementation, and application maintenance to support project requirements.
  • Identified and troubleshot software issues, assisted with debugging, and supported testing to improve application functionality and reliability.
  • Collaborated with team members on technical tasks while gaining hands-on experience with development tools, coding practices, and the software development lifecycle.
Featured Work

Selected Projects

Applied AI, NLP, data engineering, and analytics projects with clear scope and working source.

GenAIAPI + UI
01
RetailIQ: Sense Your Data
GenAI · Text-to-SQL
Turns retail questions into PostgreSQL SELECT-query previews using OpenRouter or OpenAI-compatible models. FastAPI validates and applies lightweight SQL checks; Streamlit presents the result. Queries are not executed, and RAG is not implemented.
PythonOpenRouterFastAPIPostgreSQLStreamlit
View source
KPI pipeline Rule-based
02
Automated KPI Extraction & Analytics Dashboard
End-to-End Data Pipeline · BI Dashboard
A document-to-dashboard pipeline that reads PDF and text reports, extracts revenue, churn, and NPS with deterministic rules, validates records with Pydantic, and stores them idempotently in SQLite. The Streamlit/Plotly dashboard includes date filters and CSV export; KPI extraction is not LLM-based.
PythonRegexPydanticSQLitePlotly
View on GitHub
Automation
03
Automated Retail Analytics Reporter
ETL · KPI Reporting · Delivery
Automates retail data preparation, KPI calculation, chart and PDF report creation, and scheduled stakeholder delivery. The repository documents email delivery and GitHub Actions scheduling.
PythonPandasPDFGitHub Actions
View on GitHub
⭐ Featured
04
Retail Analytics Platform
Async API · Retail Analytics
A simulated transaction platform with FastAPI ingestion, an async PostgreSQL backend, KPI and sales endpoints, and a Streamlit/Plotly dashboard. Includes a transaction simulator for exercising the ingestion flow.
FastAPIasyncpgPostgreSQLStreamlitPlotly
View on GitHub
AI
05
AI Resume Analyzer + EDA
Semantic Matching · NLP
Compares resumes with job descriptions using SentenceTransformer similarity plus spaCy/rule-based extraction and weighted skill and experience signals. Supports PDF, DOCX, and TXT, and returns match breakdowns, missing skills, and feedback.
PythonSentenceTransformersspaCyStreamlit
View on GitHub
Hot
06
Landslide Data Analysis
Environmental Data · EDA
Explores NASA Global Landslide Catalog data with Python: data cleaning, event trends across time and geography, trigger analysis, outlier exploration, and visual summaries.
PythonPandasNumPySeabornMatplotlib
View on GitHub
AI
07
Hospital Outcomes: SQL & Tableau
Healthcare Analytics Case Study
SQL exploration and Tableau visualization of patient outcome patterns in a public hospital dataset. This repository is a BI case study, not a trained mortality-prediction model.
MySQLSQLTableauHealthcare Analytics
View on GitHub
SQL
08
Layoffs Data Cleaning & EDA
MySQL · Data Quality
A SQL workflow for cleaning and exploring a public layoffs dataset, using staging tables, duplicate detection, standardization, missing-value handling, CTEs, and window functions.
MySQLCTEsWindow FunctionsEDA
View on GitHub
View All Projects on GitHub →
Credentials

Certifications

Selected courses and professional training in analytics, machine learning, and software development.

Business Analytics Specialization
University of Pennsylvania: Wharton
A rigorous 5-course specialization from Wharton covering customer analytics, operations analytics, people analytics, and accounting analytics. Developed skills to translate complex data into actionable business decisions using statistical models.
Customer AnalyticsOperationsPeople AnalyticsRegression
COURSE 01Coursework
Operations Analysis
Wharton / Coursera
Deep-dive into three analytical pillars: customer behaviour modelling, workforce analytics, and financial metrics. Learned to identify operational bottlenecks, measure employee performance, and interpret accounting data for strategic improvements.
Customer ModellingWorkforce AnalyticsFinancial Metrics
COURSE 02Coursework
Power BI Dashboards
Microsoft / Udemy
Hands-on certification in building AI-powered interactive dashboards. Covered DAX formulas, data modelling, drill-through reports, and AI visuals including Key Influencers and Smart Narratives. Built end-to-end reporting solutions with live data sources.
DAXData ModellingAI VisualsReporting
COURSE 03Coursework
Data Science & Machine Learning
Coursera / IBM
Comprehensive program spanning the full data science pipeline: EDA, feature engineering, supervised and unsupervised ML models. Also covered Generative AI fundamentals including transformer architectures and prompt engineering.
Supervised MLFeature EngineeringGenerative AINeural Networks
COURSE 04Coursework
OOP in Python
Coursera / Duke University
Mastered OOP principles in Python: classes, inheritance, polymorphism, encapsulation, and abstraction. Applied concepts to design reusable, modular code structures for scalable data pipelines and analytics tools.
Classes & ObjectsInheritancePolymorphismDesign Patterns
COURSE 05Coursework
Academic Background

Education

Computer Science foundation, complemented by work in AI, machine learning, and analytics.

B.Tech · Computer Science
Bachelor of Technology
in Computer Science
D.Y. Patil University, Pune, India
Graduation: 2025
High School
Senior Secondary Education
G.D. Goenka Public School
Kanpur, Uttar Pradesh, India
Focus Areas
Physics Chemistry Mathematics IT