Manya Girdhar

About Me

Engineer. Researcher. Builder.

I'm a Computer Science graduate from CCET Chandigarh with a strong foundation in AI/ML, full-stack development, and enterprise software. I am driven by a deep curiosity for how intelligent systems are designed and built.

Currently at rtCamp as an Associate Software Engineer, I work on Frappe-based internal tools and client-facing features. Before that, I engineered 30+ ERP modules at KoreCent Solutions — independently owning full development cycles from requirements to deployment.

My research spans computer vision, NLP, and clinical AI — published in ACM, Springer, and a Q1 journal (Impact Factor: 2.7). I care about building things that actually work in the real world.

Location

Chandigarh, India

Current Role

Assoc. Software Engineer @ rtCamp

Degree

B.E. CSE (8.81 GPA) — CCET

Interests

AI / Machine Learning

LinkedIn ↗ GitHub ↗ Kaggle ↗

What I Work With

Skills & Tech Stack

🤖

AI & Machine Learning

Transformers LLMs PyTorch TensorFlow Hugging Face Keras Scikit-learn

💻

Programming Languages

Python C / C++ JavaScript SQL

🛠

Frameworks & Tools

Frappe Flask Streamlit REST APIs ERPNext Socket.IO Redis Postman Figma

🗄

Databases & Platforms

PostgreSQL MariaDB Linux Git / GitHub AWS SageMaker

📚

Core CS Concepts

DSA OOP Operating Systems DBMS Computer Networks

🤝

Soft Skills

Leadership Collaboration Communication Planning Time Management UX Design

Career

Work Experience

Nov 2025 – Present

Associate Software Engineer

rtCamp — Remote / India

Developing features on the Frappe Framework for internal tooling and client-facing projects.
Engineered an ERP integration for automated project report generation — used by Project Managers on fortnightly/weekly cadence with custom configurations.
Attended client calls; delivered features and bug fixes under committed timelines.
Resolved bugs and improved workflows across multiple internal projects.

Full-time · Current

Jan 2025 – Jul 2025

Software Developer Intern

KoreCent Solutions — Panchkula, Haryana

Progressed from 6+ guided projects to full independent ownership of ERP modules on Frappe + ERPNext.
Engineered 30+ ERP modules including custom naming logic and automated PO/SO workflows.
Built REST APIs for bulk data operations, GS1 barcode generation, and inventory tracking — reducing manual inventory input by 40%.
Engaged with clients for requirements gathering, user training, and iterative feedback.

Internship

Things I've Built

Featured Projects

Contract Lifecycle Management System

Frappe-based CLM with role-based access, GenAI contract summaries, Documenso e-signing, 10+ stage approval workflows, versioning, audit readiness, and real-time notifications via Socket.IO + Redis.

Frappe GenAI Socket.IO Redis

⬡ GitHub ↗

SmartScholar — AI Research Assistant

AI-powered research assistant integrating academic APIs, GenAI literature review tables, and multilingual translation via Sarvam AI. Reduced literature review turnaround to 15–25 seconds.

GenAI Sarvam AI Python

⬡ GitHub ↗

AutoValueAI — Car Price Prediction

Flask web app for car price prediction using Gradient Boosting Regression (R² = 0.95) with SelectKBest feature selection and real-time user inputs.

Scikit-learn Flask Python ML

⬡ GitHub ↗

ShelfDESK — Library Management System

Full-stack app (Flask, PostgreSQL, HTML/CSS/JS) with REST APIs, book metadata integration, e-invoice ARN generation, CRUD operations, issue/return workflows, and real-time dashboards.

Flask PostgreSQL REST API

⬡ GitHub ↗

Domain Expert Model — Fine-tuned LLM

Fine-tuned Meta Llama 2 (7B) on domain-specific datasets using Amazon SageMaker, enhancing text generation performance on specialized topics.

Llama 2 SageMaker Fine-tuning

⬡ GitHub ↗

WIKIWISE — Abstractive Summarization

Streamlit app using a LoRA-fine-tuned BART LLM for abstractive summarization and Indian language translation via Sarvam AI API.

BART LoRA Streamlit Sarvam AI

⬡ GitHub ↗

Baker's Stop — UX Product Design

User-centered mobile app prototype for a local bakery. Conducted user research, built personas, mapped user journeys, and created an interactive high-fidelity Figma prototype.

Figma UX Research Prototyping

🎨 Figma ↗ 📄 Report ↗

Gesture Recognition System

CNN-based gesture recognition using PyTorch and OpenCV, achieving 100% accuracy on a custom dataset of 1,500 images across multiple gesture classes.

PyTorch CNN OpenCV

⬡ GitHub ↗

Academic Work

Research & Publications

Journal of Material Cycles & Waste Management · IF: 2.7

VGD6-NET Waste Segregation Framework

Proposed a custom 3-tier CNN (VGD6-NET) achieving 98.5% accuracy across 6 waste classes for automated waste segregation.

DOI ↗

ICIMMI '23 — ACM · Poornima Institute, Jaipur · Dec 2023

Cross-Corpus Fake News Detection

Explored advanced neural networks for robust fake news detection across heterogeneous corpora.

DOI ↗

ICCCNet — MMU, UK · Springer LNNS

Cardiovascular Disease Risk Prediction

Improved CVD risk prediction accuracy from 0.83 → 0.91 using ML on hybrid clinical datasets.

DOI ↗

AICTA — Punjab Engineering College · Dec 2023

Sepsis-III Mortality Prediction

Advanced high-risk Sepsis-III patient care through deep learning-based mortality prediction.

DOI ↗

Recognition

Achievements & Awards

🏛

IIT Delhi — Graphics & Vision Summer School 2024

Selected among top 20 from 500+ applicants. Trained in Image Processing, Computer Graphics, and Computer Vision.

Verify Credentials ↗

🦈

Future Business Sharks 2.0 — Finalist

Ranked Top 12 out of 250+ students (from 50,000+) at Hitbullseye's national competition.

Verify Credentials ↗

☁️

AWS AI & ML Scholarship 2024

Sponsored by AWS to pursue Udacity's AI Programming with Python Nanodegree.

Verify Credentials ↗

🥈

2nd Prize — Innovative Product Expo, CCET

Won second prize at the Innovative Product Expo, Chandigarh College of Engineering and Technology.

Verify Credentials ↗

🤖

2nd Prize — Botpull Robotics Competition

Secured second place in the Botpull inter-college robotics competition.

Verify Credentials ↗

🎤

Guest Speaker — GMSSS Manimajra

Delivered a lecture on Robotics & Embedded Systems to 50+ high school students. Received an official Appreciation Letter.

Verify Credentials ↗

Engineer. Researcher. Builder.

Skills & Tech Stack

Work Experience

Featured Projects

Research & Publications

Achievements & Awards

Certifications & Courses

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