Jul 2021 – Jun 2023 · 1 yr 11 mos · Pune, Maharashtra, India

• Data Processing SDE Unit | Pune | Full Time Role
• ▪ Co-conceptualized a state-of-the art data processing architecture using Apache Kafka
• ▪ Upgraded the existing 16 steps batch data processing pipeline into a stream-processing system
• ▪ Integrated a user-friendly service to monitor the system and the associated metrics and status
• ▪ Optimized the architecture to handle process dependency issues due to process specific lags
• ▪ Brought down the produced to reported data time difference by 80% for manufacturing lines
• Machine Learning Unit | Pune | Full Time Role
• ▪ Automated marking of off-shifts due to downtimes for data received for manufacturing lines
• ▪ Built a model using GMMs to classify hourly intervals as off-shifts using the IO tags changes
• ▪ Achieved 96% F1-Score on hourly basis on of the projects involving foreign machining lines client
• ▪ Reduced dependency on the production team to mark off-shifts; improving analytics delivery time

Sep 2020 – Jan 2021 · 4 mos

May 2020 – Jul 2020 · 2 mos · Pune, Maharashtra

• Machine Learning Unit | Virtual Internship
• ▪ Modeled NLP1 based Auto-Configuration System for simulating and tracking production line data
• ▪ Scraped data from PLCs to cluster different IO tags to create a virtual line; achieved 91% accuracy
• ▪ Precisely generated configuration tree details for 94% of the sensors; given a Pre-Placement offer
• ▪ Brought down configuration time for new projects by 35%; saving 10-15 hours of manual work
• ▪ Automated Home-State Marking for a machine cycle; brought down the sample space by 83%

Apr 2020 – Apr 2021 · 1 yr

• ▪ Headed a team of 22, facilitating internship process involving over 900+ students and 140+ firms
• ▪ Spearheaded organizing the first fully virtual hiring drive; generating highest 150+ offers on Day 1
• ▪ Suggested and implemented policy changes for Dual Degree students’ internship process.
• ▪ Implemented centralized tracking and logging manual for internship for effective monitoring.

Apr 2019 – Apr 2020 · 1 yr

• ▪ Contacted and coordinated with over 50 top companies from diverse non-core and core sectors.
• ▪ Led and mentored a team of 6 internship coordinators; collated internship preparation bluebook
• ▪ Achieved 30% increase in odd semester offers for engineering students;
• ▪ Incorporated PG students for the first time in the internship portal; landed 25% new PG firms

Apr 2018 – Apr 2019 · 1 yr

Dec 2019 – Jan 2020 · 1 mo · Mumbai

• Analytics & Product Unit | Mumbai | Winter Internship
• ▪ Built a live Recommendation System to suggest matching holiday homes for the visiting customers
• ▪ Conducted user sentiment and preference analysis to arrive at optimum amenities for the system
• ▪ Used content-based filtering system along with similarity metrics to output real-time alternatives
• ▪ Enhanced the overall sales experience for the end user through faster and efficient substitutes
• ▪ Automated monthly revenue sheet generation for the accounts; saving 50+ hours of manual work
• ▪ Collaborated with travel platforms to enhance outreach ; increased booking queries by 15%

Sep 2017 – Feb 2018 · 5 mos · Chennai, Tamil Nadu, India