Deepankar Sharma

I'm a

About Me

Python, Data Science & Machine Learning Developer

As a Machine Learning Developer with a strong foundation in Generative AI, Computer Vision, Graph Databases, and NLP, I am passionate about creating innovative solutions that drive efficiency and unlock new insights from data. With a Bachelor of Computer Applications (BCA) degree and ongoing Master of Computer Applications (MCA) studies, I bring a blend of academic knowledge and practical experience to the table.

  • Birthday: 26 August 2003
  • Website: Deepankar Sharma
  • City: Nainital (Uttarakhand), India
  • Degree: BCA
  • Email: deepankarsharma2003@gmail.com
  • Freelance: Available

I invite you to explore my portfolio, where you'll find examples of my work and projects that showcase my expertise in machine learning and data science. My experience includes leading the development of Shotify.ai, an AI-driven platform for generating and posting short videos, and creating innovative solutions like Paperbot.AI for automated blog writing.

Feel free to connect with me to discuss potential collaborations or explore how I can contribute to your team's machine learning and data science initiatives. I am excited about the opportunity to work on challenging projects that drive innovation and make a positive impact.

Skills

Programming Languages: Python, Next.js, Java 80%
Data Analysis: Pandas, NumPy, Matplotlib, RAPIDS, AWS QuickSight 70%
Tools: Jupyter Notebook, Git, Docker, DVC 55%
Deep Learning: ANN, CNN, LSTM, LLMs, Diffusion Models 65%
Frameworks: TensorFlow, Keras, PyTorch, OpenCV 55%
Backend Development: Django, Flask, FastAPI, Node.js 60%
Database & APIs: SQL, JSON, REST API, Neo4j 60%
Generative AI: Langchain, Vertex AI, RAG, CrewAI 50%

Resume

Download Resume

Summary

Deepankar Sharma

Machine Learning Developer with experience in Computer Vision, NLP: LLMs & Sentence Embeddings.

  • Halduchaur 263142,Uttarakhand, India
  • deepankarsharma2003@gmail.com

Education

Bachelor of Computer Applications (BCA)

2020 - 2023

Graphic Era Hill University, Haldwani, Uttarakhand

Academic Details

Aggregate SGPA: 9.5/10
Activities and Societies: TechGeeks- Technical Club (School of Computing)
Relevant Coursework: Computer Programming (C/C++, Java, Python), Introduction to Databases, Data Structures and Algorithms, Operating System, Introduction to Artificial Intelligence and Machine Learning, IOT, Networking and Web Development

Achievements

  • Annual Topper's Award - 2021 & 2022: Academic Topper for the session 2020-21 and 2021-22
  • Navikarnam 2023: Winner of national-level innovation and entrepreneur fest organized at NIT, Uttarakhand

Patents and Publications

  • Patent on 'Method and System For a Baby Healthcare App using Reinforcement Learning'
  • Patent on 'Self Customized AI Student Counsellor using Recommendation System and Reinforcement Learning'
  • Patent on 'An Application to help Local Businesses and Dealers'
  • Presented research paper on 'Implementation of Augmented Reality and Virtual Reality in Different Fields' in the three-day virtual International Multidisciplinary Conference on 'Sustainable Resurgence' (ICSR-2022)

High-school & Intermediate

2017 - 2020

Jawahar Navodaya Vidyalaya, Nainital

Relevant Coursework: PCM | Computer Science

Specializations & Certifications

Machine Learning , Specialization

Feb 2023 - May 2023

Coursera & DeepLearning.AI

Google Data Analyst, Professional Certificate

Sep 2021 - April 2023

Coursera & Google

Deep Learning , Specialization

Sep 2021 - Feb 2022

Coursera & DeepLearning.AI

Machine Learning with TensorFlow on Google Cloud, Specialization

Jun 2021 - Jan 2022

Coursera & Google Cloud

Professional Experience

Computer Vision Engineer

November, 2024 - Present

i2V Systems Pvt. Ltd., Sector 18, Gurugram-122015, India.

Projects

  • Language Search: Building and training a proof-of-concept for AI system pipeline enabling users to interact with surveillance feed events in Natural Language Query. This will enable user to smartly search for events and alerts in the VMS saving lot of time and efforts.

Senior Software Developer (Machine Learning)

September, 2024 - October, 2024

Warewe Consultancy Private Limited, Sector-42, Gurugram-122002, India

Projects

  • Led a team of 3 developers and interns, overseeing project execution and ensuring timely delivery of AI solutions. Spearheading the development and integration of AI services to optimize automation, data analysis, and user interaction, while collaborating with cross-functional team to deliver scalable, cutting-edge solutions.

Associate Software Developer (Machine Learning)

August, 2023 - August, 2024

Warewe Consultancy Private Limited, Sector-42, Gurugram-122002, India

Projects

  • Led the development of Shotify.ai, an AI-driven platform to generate and post short videos automatically on YouTube, Instagram, and TikTok. Utilized JavaScript, React, and RESTful APIs, resulting in a 40% increase in user engagement.
  • Fine-tuned open source generative models like LLaMA-2 using PEFT-LoRA for text data. Data collection was facilitated using APIs from spyfu.com and dataforseo.
  • Developed a FastAPI-based application leveraging GTE and BGE Sentence Embeddings models from Hugging Face Transformers, enabling users to generate high-quality embeddings for text data via API endpoints. These embeddings were used to generate Knowledge Graphs for NLU and trained to classify search keyword intent and clustering.
  • Created a Python application that allows users to generate context and have conversations with a Gradio web-content based Chatbot. Utilized Gradio for the user interface and leveraged Langchain and Chroma DB for text and content retrieval.
  • Developed a web application that allows users to upload images or provide URLs, automatically extracting images to generate captions for each.
  • Created a FastAPI application providing endpoints for generating questions and answers based on given queries and text, utilizing various models and APIs for question answering and keyword generation.
  • Developed Paperbot.AI, a SaaS product for automated blog writing using Whisper, Langchain Agents, Crew AI, and LLMs, built in Django Rest Framework and Next.JS.
  • Built the backend for Serpwe using GTE and BGE embeddings for knowledge graphs and intent classification.
  • Designed a semantic segmentation application using SAM and stable diffusion, improving image reconstruction processes.
  • Fine-tuned a classifier with 96% accuracy for identifying AI-generated images from Midjourney V6.

Portfolio

Welcome to my portfolio! Here, you will find a diverse collection of projects and achievements that showcase my expertise in the field of machine learning and artificial intelligence. From developing innovative solutions using Python, TensorFlow-Keras, and PyTorch to exploring various domains such as NLP, computer vision, and data analytics, my portfolio represents my passion for tackling real-world challenges. With projects ranging from building intelligent recommendation systems and emotion detection classifiers to creating cutting-edge applications using deep learning techniques, I invite you to explore the breadth and depth of my work. Let's embark on a journey of innovation and discovery together.

  • All
  • Projects
  • Kudos
  • Certifications
  • Notes
Campus Gem 2023
Navikarnam-2023
PDF & Webcontent Chatbot
Chicken Disease Classification using Fecal Images
Movie Recommendation System
State-of-the-Art Embedding Generation with GTE and BGE Models
Text Summarizer
MyTodo: Flask App
Fashion Products Recommender System
Machine Learning Specialization
Conversational Text Generator using GRU-RNN
Whatsapp Chat Analyzer
Smart Surveillance with Computer Vision
Deep Learning Specialization
Google Data Analytics Professional Certificate
Machine Learning with TensorFlow on Google Cloud
BCA Study Materials

Testimonials

The testimonial section in my portfolio is a collection of feedback and reviews from clients, colleagues, and collaborators who have experienced my work firsthand. These testimonials serve as a testament to the quality of my services and the impact I have made on those I have worked with. They provide valuable insights into the level of professionalism, expertise, and dedication I bring to every project. Reading these testimonials allows potential clients and employers to gain a deeper understanding of the value I can bring to their own ventures. I am grateful to those who have taken the time to share their kind words and I am proud to showcase their testimonials as a reflection of the strong relationships I have built and the positive outcomes I have achieved throughout my career.

Throughout his time in my classes, Deepankar consistently impressed me with his dedication, critical thinking skills, and ability to grasp complex concepts in the subjects.

Nidhi Joshi

Assistant Professor, GEHU-Dehradun

Deepankar's strong work ethic, collaborative nature, and outstanding problem-solving abilities have made him a valuable asset in our projects together.

Vipin Kumar

BCA, GEHU-Haldwani

His enthusiasm for exploring new technologies and pushing the boundaries of what is possible in the realm of deep learning is truly inspiring.

Gurpreet Kaur Jassal

BCA, GEHU-Dehradun

Learning becomes real fun with him around. He has a strong passion for learning and a remarkable aptitude for computer science.

Lakshjeet Singh Jalal

B.Tech-CSE, GEHU-Haldwani

Contact

I am excited to discuss my projects and explore new opportunities. Feel free to reach out to me using the contact information below. Let's connect and bring data-driven ideas to life!

Location:

Indrapur Garwal, Halduchaur(Nainital), Uttarakhand 263142

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