Aryan Tambekar
Tech Operations @AVataraDefence
Mumbai Metropolitan Region
1+ year of work experience
Nov 20256 moMay 2026
Ahmednagar
• Faced with the challenge of manual and time-consuming student performance assessment processes within the Indian
Army, I worked closely with Army personnel to understand operational workflows, evaluation criteria, and decision-making
requirements for commanders. Based on these discussions, I translated real-world military needs into clear software
requirements and functional specifications.
• Took end-to-end ownership of the project by planning the system architecture, finalizing the technology stack, defining
development milestones, and managing a team of software developers. Coordinated development from project initiation to
deployment, ensured timely delivery, and conducted regular feedback sessions with Army officials to iteratively refine
features and improve usability.
• Automated the entire assessment workflow by developing a predictive analysis and assessment software that
evaluates
student training performance and generates a “pen picture” summary—a concise, data-driven profile of each trainee. The
system predicts role suitability, which is then used to enable optimal field placement within the Army based on performance
metrics, significantly improving accuracy, efficiency, and decision-making compared to the earlier manual process.
Jan 20256 moJul 2025
Bengaluru, Karnataka, India
• Worked on full-stack development, primarily using Django/Python, MySQL, and Node.js. Collaborated with the team to design, develop, and deploy features utilizing Generative AI. Integrated APIs such as OpenAI into product workflows to enable AI-driven functionalities. Wrote clean, efficient, and well-documented code. Participated in brainstorming sessions to innovate and improve existing solutions. Debugged and resolved the technical issues promptly.
• With off-the-shelf models lacking privacy and domain fit and high response time, I was responsible for creating custom LLMs for HR and healthcare tasks; I generated synthetic datasets using GenAI and fine-tuned models like Mistral, llama etc running locally using Ollama, achieving accurate, privacy-compliant recommendations and reduced response time using quantization for both use cases.
• Faced with the challenge of fragmented workforce data, I was tasked with building a real-time workforce planning platform. I developed RESTful APIs using Node.js, Flask, and Django, and integrated them seamlessly into the frontend interface. I also wrote optimized SQL queries for data retrieval from database(PostgreSQL) , resolving all assigned bugs and performance bottlenecks.
Aryan’s AI Stack
Education
Computer Science And Engineering, Artificial Intelligence and Machine Learning
Vellore Institute of Technology
20214 yrs2025
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