Harshit

Professional Experience

Senior Associate Consultant - Infosys

Jun. 2025 - Present | Pune, Maharashtra, India (Hybrid)

Sr. AI / ML Engineer - NinjaTech Agency

Sep. 2024 - Present | Ahmedabad, Gujarat

Big Data / Machine Learning Engineer - Infosenseglobal Inc

Jan. 2022 - Present | Gandhinagar, Gujarat

AI / Machine Learning Engineer - Freelancing

Dec. 2020 – Dec 2021 | Remote

Robotics Researcher Internship - Zarp Labs

Jun. 2021 – Sep. 2021 | Varanasi, UP

Featured Projects

Scalable Data Fusion Engine

As a backend developer, I built data-fusion logic, FastAPI services, ETL workflows and shared security utilities for a system analysing roadway data.

VehiSense Pro

I developed a vehicle-monitoring system with fine-tuned YOLOv8, tracking and event-detection logic, connected to a FastAPI web application through WebSockets.

Roadway Solutions

I developed road-inspection workflows using fine-tuned YOLO, ByteTrack, MiDaS and SAM 2, with OpenVINO experiments for inference performance.

Automated Resume Insights

I built a Django-based resume parser using spaCy and NLTK to extract and organize skills, education, work experience and contact information.

Image Inpainting Using GANs

I developed a GAN-based image-inpainting model, trained it on artificially masked images and built a Streamlit interface for uploading images and viewing restorations.

GIS Conflict Detection and Prediction

I built a geospatial ML pipeline to detect conflicts between roadway geometry and trip coordinates, from spatial data preparation to continuous monitoring.

Turning Movement Count Estimation

I developed a traffic-estimation workflow that combined large-scale data preparation, seasonality analysis and tree-based models to estimate vehicle turning movements.

AI-Powered Interview Bot

I developed a two-round interview chatbot using TensorFlow, an LSTM-based seq2seq model, Flask and a custom HTML, CSS and JavaScript interface.

Voice-Assisted Chatbot Integration

I built voice-assisted travel-information apps for iOS and Android, connecting Siri and Google Assistant interactions to travel-time and roadway-incident APIs.

ESP32-based Drone Project

Integrated flight control and sensor management for drones using ESP32, LoRa, and MicroPython.

Smart Home Automation System

Voice-controlled and motion-detecting home automation system using Arduino and Kotlin-based smartphone app.

Zabbix-Integrated Server Room Monitoring

Temperature monitoring and anomaly detection for server rooms using Zabbix and temperature sensors.

Satellite Image Change Detection

Developed a system to detect spatial changes over time using satellite imagery and advanced image processing techniques. The solution combines deep learning models, clustering, and dimensionality reduction for environmental and urban insights.

Technical Skills

🧠 Machine Learning and Deep Learning

CNN, RNN, DNN, BNN, LSTM, SSD, GAN, DRL, Transformer

🗣️ NLP and Large Language Models

Spacy, NLTK, Transformers, Llama3.1, Groq, RLHF, Hugging Face

👁️ Computer Vision and Image Preprocessing

OpenCV, Yolo, Midas, Pillow

💻 Programming

Python, Rust, C/C++, Java (For Performance)

📊 Big Data and Data Engineering

SQL, NoSQL Databases

📡 IoT and Microcontrollers

ESP32, Arduino, LoRa

🎮 Game Development and Simulation Tools

Bevy, PyGame, Webots (Robotics Simulations), SUMO

📱 Mobile App Development

Android (Kotlin, Java), Cross-Platform (Flutter), iOS (Swift)

🌐 WebApp and API Development

HTML, CSS, JavaScript, Flet, Streamlit, Django, FastAPI, Flask

🗺️ GIS

QGIS, PostGIS, GeoPandas, Shapely

☁️ Google Cloud Products

Vertex AI, AutoML, Dialogflow ES, Cloud Run

Other Skills

🎨 Graphics Design and Animation

Photoshop, Illustrator, Inkscape, After Effects, Synfig Studio

💻 Other Technical Skills

Computer Architecture, Linux, GitLab CI/CD, Keycloak, PostgreSQL, MySQL

🔬 Research and Development

Project End to End Development and Deployment

Education

Master of Science: Artificial Intelligence and Machine Learning

Ganpat University, Ahmedabad | 2020 - 2022

Latest Blog Posts

Quantum Computing in ML

Exploring the intersection of quantum computing and machine learning...

Advanced Computer Vision Techniques

Deep dive into modern computer vision algorithms...