You can connect with me on LinkedIn, follow my Medium blog, check out my GitHub repositories, or drop me an email! 😊📧
You can download my resume in PDF format or view the digital resume on my GitHub repository! 📄📎
Hey there! 🚀 My name is Harsh Gupta, a 22-year-old student researcher based in Bangalore and aspiring Machine Learning Engineer and Applied Scientist from Bangalore, India. Currently, I'm pursuing my Masters in CSA (Computer Science and Automation) at the prestigious IISc (Indian Institute of Science) 💻.
I am deeply passionate about the fascinating world of Generative AI, and my main focus is on diffusion models and LLMs (Language Models). My research revolves around pushing the boundaries of Generative AI to solve complex problems like Person-Scene Image Synthesis using cutting-edge diffusion models. I find immense joy in exploring the frontiers of Machine Learning and pushing the limits of what's possible.
During my academic journey, I've completed various specialized courses, including DLCV (Deep Learning for Computer Vision), Probability, Linear Algebra, and optimization, Data Analytics Armed with this knowledge, I've gained hands-on experience with the latest Open Source LLMs and fine-tuned them using the powerful QLoRA . While I'm deeply engrossed in my passion for Generative AI, I also possess a strong skill set in backend development, particularly using Django and Rest APIs. This combination of Machine Learning expertise and software engineering prowess allows me to tackle complex challenges with a holistic approach.
If you're seeking a dynamic and motivated individual to join your team for MLE/Applied Scientist roles 💡 or if you have exciting Generative AI projects to explore, don't hesitate to reach out to me at ✉️: [email protected]. Let's together create groundbreaking solutions and make a significant impact in the world of Machine Learning! 🚀
You can find detailed descriptions of my projects in the Project.md file on my GitHub repository. Feel free to explore and learn more about the exciting projects I've worked on! 🚀🔍
| Computer Vision | NLP/LLM | Data Analytics | Traditional ML |
|---|---|---|---|
| VQVAE as Defense Against Adversarial Attacks | RAG with Chain-of-thought Prompting in LLMs | Community Detection (Spectral Clustering) | Naive Bayes Implementation |
| Person Image Synthesis (Cloth Virtual Try ON) | PrivaLLM & DataGenLLM (OpenSource LLM, QLoRa) | Color Blindness (BWT Algorithm) | Classification Module(Multiclass SVM) |
| Human Motion Diffusion Model (Based on Keypoints) | PrivaGPT (AI Governance Model for LLMs) | Covid19 Modelling based on CLT & LLN | Regression and PCA |
| DCGAN with ADAIN and ViT Implementation from Scratch | Text Based Classification (BERT-Based Encoder) | Recommendation System | CLustering(KMeans,Spectral Clustering) |
| Metrics Analysis (CLIP, SWAV,IS) based FIDs | Sentiment Analysis(RNN/LSTM) & Word Embeddings | Duckworth Lewis Method Implementation |
| Title | Date |
|---|---|
| Innogeeks (ERP + Student Management Portal) | Nov 2020 - Mar 2021 |
| JewelAR (Jewelry Virtual Try ON) | Aug 2020 - Feb 2021 |
| SaproIndia (Ecommerce Cum Service Platform) | Oct 2019 - Dec 2019 |
| STET (Document Verification Portal) | Mar 2019 - Apr 2019 |
| Role | Company/Organization | Duration |
|---|---|---|
| Student Researcher | VAL Lab IISc | May 2023 - Present |
| Research Intern | PrivaSapien Tech Pvt. Ltd. | May 2023 – July 2023 |
| Teaching Assistant | Data Analytics IISc | Aug 2023 - Present |
| Software Engineer | ConsultAdd Inc. | Jan 2022 – July 2022 |
| Django Backend Intern | Infoware | Nov 2019 – March 2020 |
| Freelance API Developer | YellowFame | Nov 2019 - Mar 2020 |
| Education | Degree | Field | Duration | CGPA |
|---|---|---|---|---|
| IISc | MTech | Computer Science and Automation | Jul 2022 - Aug 2024 | 7.8 (Till 2nd Semester) |
| KIET Group | BTech | Computer Science | July 2018 - July 2022 | 8.83 |
- 💠 Django: Building web applications with ease and elegance.
- ⚙️ Rest APIs (DRF): Crafting robust and efficient APIs for seamless communication.
- 💾 SQL (DBMS), Docker, AWS: Managing data and deploying applications with cloud magic.
- 🎨 JavaScript, HTML, CSS, Bootstrap: Crafting interactive and visually appealing front-end magic.
- 🔥 Pytorch, Networkx, transformers, NLP, DL, diffusers: Exploring the realms of AI and turning data into intelligence.
- 🔮 Generative AI: Unleashing the creativity of machines to create art, music, and more!
Git: Mastering the art of version control and collaboration.- 🔧 VS Code: The trusty companion for coding adventures, customized to perfection.
- 🐧 Linux: Embracing the open-source world with the power of penguins.
- 📷 Deep Learning for Computer Vision (IISc)
- 📊 Data Analytics (IISc)
- ♾️ Linear Algebra & Optimization (IISc)
- 🧠 Deep Learning (IITM)
- 🎲 Probability (IISc)
- 🚀 Machine Learning (IISc)
- ✏️ Deep Learning for NLP** (IISc)
- 🔗 LinkedIn: harshguptashnd
- ✉️ Email: [email protected]
- 🏫 College Email: [email protected]
- 📞 Phone: +91 8534968497 / +91 8650065662
- GitHub: Harsh-Gupta9897