Aswin Kumar

Aswin Kumar Email and Phone Number

Python & AWS Developer | Aspiring AI/ML Engineer | Former SWE Fellow @ Headstarter AI, Ex-Google Intern | Optimizing Model Performance & Scaling for 10x Growth @ CARDS - UMBC AI and Robotics Center
Aswin Kumar's Location
Baltimore, Maryland, United States, United States
About Aswin Kumar

I’m a Python developer with a genuine passion for creating applications using Django and Flask, as well as building robust API services. My hands-on experience with Docker has been invaluable, and I’ve also developed solid front-end skills with React.js. Additionally, I’m well-versed in cloud technologies like AWS (including EC2, S3, Lambda, and Bedrock), which has significantly broadened my capabilities and allowed me to tackle a variety of projects.Currently, I’m pursuing my Master’s in Information Systems at the University of Maryland, Baltimore County, while also working as a Research Assistant at the CARDS Center. There, I get to work with Boston Dynamics Spot robots, which is both thrilling and inspiring. This role allows me to engage with cutting-edge AI models and contribute to innovative research in robotics and artificial intelligence. My coursework focuses on Machine Learning and AI, and I’m excited to explore opportunities in software development, AI/ML engineering, blockchain, and quantitative research. Lately, I’ve been diving into a range of technologies such as gRPC, multi-cloud architecture, Terraform, Solidity, Remix IDE, consensus mechanisms, distributed ledger technology (DLT), DeFi, time-series forecasting, volatility analysis, options pricing, model fine-tuning, retrieval-augmented generation (RAG), LlamaIndex, LangChain, vector databases, Agentic AI and knowledge graphs. I find it fascinating how people continue to innovate and push the boundaries of what’s possible.What I love most is building products from scratch. There’s something incredibly rewarding about seeing an idea come to life! I thrive on continuous learning and growth in the tech industry, always eager to expand my horizons. When I'm not working on technical projects, I enjoy blogging about my personal experiences and sharing my projects. I genuinely believe that sharing knowledge and collaborating with others is key to driving amazing innovations in technology and building a network with amazing people out there.

Aswin Kumar's Current Company Details
CARDS - UMBC AI and Robotics Center

Cards - Umbc Ai And Robotics Center

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Python & AWS Developer | Aspiring AI/ML Engineer | Former SWE Fellow @ Headstarter AI, Ex-Google Intern | Optimizing Model Performance & Scaling for 10x Growth
Aswin Kumar Work Experience Details
  • Cards - Umbc Ai And Robotics Center
    Research Assistant
    Cards - Umbc Ai And Robotics Center Nov 2023 - Present
    Baltimore, Maryland, United States
    1. Operated on projects involving Boston Dynamics SPOT and Clearpath robots for land surveillance and complex operations in a contested environment.2. Proficiently employed ROS (Robot Operating System) to enhance robotic functionalities by improving inter-robot communication using messaging services like MQTT, MongoDB. 3. Applied Python programming and leveraged object-oriented programming (OOPS) concepts for efficient code development involved in the SPOT robot's navigation to a GPS coordinated location. 4. Utilized spot-sdk and techniques like SLAM/GMapping to create visual map for localisation.5. Developed Audio input based Visual Question & Answering bot using Llava-v1.6 LLM to speak with the robot and get its mission status. 6. Fine-tuned the LLM application using Prompt engineering and RAG techniques on the RGB & Thermal images using vector embeddings and Pinecone.
  • Headstarter
    Software Engineering Fellowship
    Headstarter Jul 2024 - Sep 2024
    Maryland, United States
    1. Built and deployed 5 AI-driven web applications in 5 weeks, utilizing React.js, Next.js, Firebase, Clerk, Vercel, and AWS. Followed agile methodologies with weekly sprints and employed CI/CD practices for iterative deployment and continuous optimization.2. Developed and deployed an AI-powered customer support chatbot for Delta Airlines, featuring a custom RAG pipeline using Llama 3.1 8b model, OpenAI, Pinecone, and AWS. Integrated multi-language support, feedback mechanisms, and user authentication to enhance user experience.3. Collaborated in a team of 3 to create and launch a SaaS product that generates dynamic flashcards using Llama 3.1 LLM via Vercel, incorporating with Clerk and custom pricing plans with Stripe API, scaling to 200+ users within 24 hours of launching. 4. Implemented a web scraper to extract data from Rate My Professor, updating a Pinecone index and integrating with a RAG pipeline using LangChain, OpenAI GPT-4o and delivering up-to-date and relevant user responses.5. Engineered and deployed a feature-rich pantry tracker app with Next.js, React.js, Firebase, and GPT-4o including functionalities like item management, creative recipe generation, and item identification using OpenRouter API, AutoML, and GPT-vision API.6. Engaged in weekly sessions with industry experts from Google, Y Combinator, Amazon, and venture-backed startups, continuously enhancing technical and professional skills while fostering collaboration and innovation within teams.
  • Confidential
    Lead Software Engineer
    Confidential Jun 2018 - Aug 2023
    Tamil Nadu, India
    1. Developed robust, scalable, and secure web applications for applicant tracking systems, ensuring business continuity and client satisfaction.2. Designed and configured databases and backend applications, contributing to a 38% increase in application efficiency.3. Developed, tested, and debugged software tools to enhance internal user experiences using React.js, HTML5, CSS3, and JavaScript.4. Utilized Python requests to consume APIs, read JSON reports, and automatically log bugs for intermittent issues.5. Designed APIs and utilized Docker to transfer data from legacy projects to AWS Cloud Cassandra database during the enhancement stage.
  • Ahoy Systems Pvt. Ltd.
    Embedded System Developer
    Ahoy Systems Pvt. Ltd. Jan 2017 - Feb 2018
    Gurgaon, India
    An IoT based solutions for modern lifestyle including Automatic ATM Security, pH analysis report for Indian Government from various Sugar plant sites in India.1. Designed and developed security system based on BeagleBone Black using various sensor data analyzed data like PIR movement, Temperature and Door lock system.2. Executed system to generate alerts to 3rd party security and maintenance team to take care of the local ATM in case of any alerts raised by the security system in the ATM lobby. 3. Programmed the cron-jobs to execute the shell scripts to raise alerts on web portals. 4. Integrated PTZ camera modules to IP networks and main system to capture photos of the incidents in the plant.
  • Google
    Google Summer Intern'16
    Google May 2016 - Oct 2016
    United States
    Collaborated with Red Hen Labs as a Google Summer Intern for the forced-alignment of text to voice of real-time news video feeds according to the uttered timing of anchors for the impaired watchers using NLP techniques and databases from Edinburg speech tools of words using Shell and Python Scripting.1. Transcribed words from video to text in Real Timing by running scripts in HPC using NLP Techniques. 2. Used various tools to transcribe words from video using SOX, ffmpeg, Kaldi.3. Executed alignment of words transcribed to the timing of the video using ATLAS and Shell scripting4. Programmed cron-jobs to execute python and shell scripts in HPC

Aswin Kumar Skills

C Matlab Vhdl Verilog Embedded C

Aswin Kumar Education Details

Frequently Asked Questions about Aswin Kumar

What company does Aswin Kumar work for?

Aswin Kumar works for Cards - Umbc Ai And Robotics Center

What is Aswin Kumar's role at the current company?

Aswin Kumar's current role is Python & AWS Developer | Aspiring AI/ML Engineer | Former SWE Fellow @ Headstarter AI, Ex-Google Intern | Optimizing Model Performance & Scaling for 10x Growth.

What schools did Aswin Kumar attend?

Aswin Kumar attended University Of Maryland Baltimore County, Niit University.

What are some of Aswin Kumar's interests?

Aswin Kumar has interest in Social Services, Education, Environment, Human Rights, Animal Welfare.

What skills is Aswin Kumar known for?

Aswin Kumar has skills like C, Matlab, Vhdl, Verilog, Embedded C.

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