I'm a Python developer and data scientist who enjoys the whole journey a dataset takes — from messy raw rows to a model or product someone actually uses. I like the puzzle of it: figuring out what a dataset is trying to tell you, then building something reliable around that answer.

That's shown up in different forms — a stock-price model built to be honest about what it doesn't know, a chatbot designed to respond safely and supportively, a healthcare tool that explains its own predictions. I care as much about the plumbing — clean error handling, sensible pipelines, code that doesn't fall over — as I do about the model itself.

Right now I'm putting that into practice as a Data Engineer Intern at PS8 Network, working hands-on with real production data.

8+ML / AI PROJECTS
0.985BEST MODEL R²
6FRAMEWORKS SHIPPED WITH

What I work on

  • ◫

    Data & ML modelling

    Cleaning, feature engineering, and building models with Pandas, NumPy, SciPy, and Scikit-learn.

  • ◈

    Deep learning & CV

    CNNs, transfer learning, and explainability with TensorFlow/Keras — medical imaging to emotion recognition.

  • ✦

    LLM & NLP apps

    Sentiment analysis, chatbots, and LLM-powered tools built on Groq/LLaMA with safety in mind.

  • ▤

    Backend & data engineering

    APIs and pipelines with Flask, FastAPI, Django, MySQL, and PostgreSQL — now applied daily at PS8 Network.

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Experience

  1. Data Engineer Intern Current

    PS8 Network · On-site
    Aug 2026 — Present

    Working on-site as a Data Engineer, applying Python, SQL, and data-pipeline fundamentals to real production data workflows.

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Education

  1. M.Sc. Data Science

    Vellore Institute of Technology, Vellore
    2025 — Present

    Big Data Analytics track. CGPA 8.23.

  2. B.Sc. Computer Science

    Vellore Institute of Technology, Vellore
    2022 — 2025

    CGPA 8.48. Foundation in core Python, OOP, databases, and software engineering.

My skills

Python & Core Programming90%
Machine Learning85%
Deep Learning80%
SQL & Data Engineering72%

Toolbox

Numerical & ML

  • NumPy
  • SciPy
  • Pandas
  • Scikit-learn
  • TensorFlow / Keras

Frameworks & DBs

  • Django
  • Flask
  • FastAPI
  • Streamlit
  • MySQL
  • PostgreSQL

Tools

  • Git & GitHub
  • Docker
  • Groq / LLaMA API
  • AI Sales & Lead Intelligence Platform

    Web Dev

    Full-stack FastAPI platform that scrapes public business sites (robots.txt-compliant), scores leads against an Ideal Customer Profile with an LLM, and drafts outreach — with a Streamlit dashboard for non-technical users.

    View on GitHub ↗
  • Yes Bank Stock Closing Price Prediction

    ML

    15 years of OHLC data, hypothesis-tested with Pearson correlation and Welch's t-tests. Linear Regression shipped with a leakage-free split (R² = 0.985, MAE ₹9.78).

    View on GitHub ↗
  • AI Chatbot with Safety Filters

    NLP & LLM

    Production-style, multi-turn chatbot on Flask + Groq's LLaMA 3.3 70B, with rate limiting, conversation memory, and a two-layer safety system routed to real helpline info.

    View on GitHub ↗
  • Tuberculosis Detection Using Deep Learning

    Deep Learning

    Chest X-ray TB detection with EfficientNet-B5, Grad-CAM++ explainability, Monte Carlo Dropout, and U-Net lung segmentation — tested on Montgomery County and Kaggle datasets.

    View on GitHub ↗
  • DeepFER — Facial Emotion Recognition

    Deep Learning

    Benchmarked ConvNeXt-Tiny, ResNet18, and Swin V2 on FER2013 to classify seven emotions, with a real-time webcam demo and analytics dashboard in Streamlit.

    View on GitHub ↗
  • ASD Prediction Using Advanced ML

    ML

    Evaluated six classifiers — SVM, Random Forest, KNN, Logistic Regression, Decision Tree, Naive Bayes — on ROC-AUC, F1, precision and recall for ASD diagnosis support.

    View on GitHub ↗
  • Zomato Restaurant Review Analysis

    NLP & LLM

    NLP-driven sentiment analysis across 25,000+ reviews and 100+ restaurants — extracting sentiment, rating, and cuisine/cost trends from raw customer text.

    View on GitHub ↗
  • CampusConnect — College Management System

    Web Dev

    Full-stack college companion platform covering attendance, feedback, leave, and results, with role-based access and secure email-based authentication.

    View on GitHub ↗
  • ✦

    AI Tools & ChatGPT Workshop

    be10x — July 2026

    AI-assisted presentation building, data analysis, and code/debugging workflows.

  • ✦

    AI in Pharma: Transforming Life Sciences Through Technology

    LSSSDC / Skill India — May 2026, NSQF Level 5

    National Skills Qualification Framework certified course on AI applications in pharma and life sciences.

  • ✦

    Value Added Course — Python Programming

    VIT Vellore, School of CSE & IS — Feb–Mar 2024

    Structured coursework in Python fundamentals and applied programming.

  • ✦

    Python Programming Project Certification (PMDS508L)

    VIT Vellore

    Project-based certification applying Python to a data-driven build.

M.Sc. Data Science

Vellore Institute of Technology, Vellore
2025 — PresentCGPA 8.23

B.Sc. Computer Science

Vellore Institute of Technology, Vellore
2022 — 2025CGPA 8.48

Open to Data Science, ML, and Data Engineering roles and internships. Reach out directly, or send a note through the form.

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Location

Vellore, Tamil Nadu, India
Opens your email client, addressed to janani.m232004@gmail.com.