Rounak Mishra

Aspiring Computer Science Engineer | Skilled in Python & AI Development | Experienced in Automation and Financial AI Solutions · Bengaluru

I'm a software engineer with 3 years of experience driven by a genuine curiosity for how technology can solve complex, real-world problems — from building full-stack systems to exploring the frontiers of Generative AI. I thrive in collaborative environments where I can blend logical thinking with a touch of idealism, bringing both resourcefulness and flexibility to challenges across domains like high-frequency trading, traffic simulation, and customer data integration. Whether I'm architecting a FAISS-powered search pipeline or iterating quickly on an ambitious new idea, I'm always looking for the most impactful way to get things done.

Experience

Software Engineer Intern

LTM · May 2025 – Jul 2025

Not yet confirmed

• • Engineered RAG-based financial advisory platform that accelerated insight retrieval by 10x, enabling real-time analysis of market data and investment portfolios for enhanced client decision-making.
• • Designed and deployed custom LLM pipelines with automated preprocessing and model optimization, achieving 85% response accuracy while reducing manual financial analysis workload by 60%.
• • Led development of AI-powered prototypes for workflow automation and enterprise solutions,
• resulting in streamlined internal processes and identification of scalable use cases for production
• deployment.

Software Developer Intern

LTIMindtree · May 2025 – Jul 2025

Not yet confirmed

Data Analyst Intern

NullClass · Dec 2024 – Jan 2025

Not yet confirmed

Data Analyst

NullClass · Dec 2024 – Jan 2025

Not yet confirmed

• Task Descriptions
• 1.
• Word Cloud for 5-Star Reviews (Health & Fitness Apps)
• This task involves generating a word cloud based on the most frequent keywords found in 5-star reviews for apps in the "Health & Fitness" category.
• Common stopwords and app names are excluded to focus on meaningful terms.
• The word cloud visually represents the prominence of keywords, aiding in identifying user preferences and popular features.
• 2.
• Dual-Axis Chart: Free vs.
• Paid Apps (Installs and Revenue)
• This task creates a dual-axis chart comparing the average installs and revenue of free vs. paid apps within the top three app categories.
• Filters are applied to exclude apps with fewer than 10,000 installs, revenue below $10,000, Android versions below 4.0, app sizes under 15MB, content ratings other than "Everyone," and app names exceeding 30 characters.
• The chart is displayed only between 1 PM IST and 2 PM IST.
• 3.
• Time Series Chart: Total Installs Over Time by Category
• This task plots a time series line chart showing the trend of total installs over time, segmented by app category.
• Areas of significant growth (greater than 20% month-over-month) are highlighted under the curve.
• Filters include content ratings set to "Teen," app names starting with "E," and installs exceeding 10,000.
• The chart is displayed only between 6 PM IST and 9 PM IST.

Python Developer

Oasis Infobyte · Mar 2024 – Apr 2024

Not yet confirmed